diff --git a/.github/configs/wordlist.txt b/.github/configs/wordlist.txt
index 256fc4eb..b5d62527 100644
--- a/.github/configs/wordlist.txt
+++ b/.github/configs/wordlist.txt
@@ -42,6 +42,7 @@ authorizer
 autodetect
 autoscaling
 autostart
+AverageAllocatedMb
 avi
 AVI
 aws
@@ -158,6 +159,8 @@ dockerizing
 doi
 Dragojevic
 Drumond
+dur
+durations
 DVFS
 eba
 ECR
@@ -234,6 +237,9 @@ gVisor
 Gptj
 gpt
 Harald
+HashApp
+HashFunction
+HashOwner
 HDDs
 HelloRequest
 helloworld
@@ -262,6 +268,7 @@ init
 InitBasicTracer
 InitCustomTracer
 Initializr
+injective
 inproceedings
 insteadOf
 integ
@@ -275,6 +282,7 @@ ISCA
 ISPASS
 Istio
 istioctl
+iter
 iteratively
 jekyll
 Jesalpura
@@ -340,6 +348,7 @@ microarchitecture
 Marios
 matchers
 maxVMNum
+metset
 md
 MECS
 memcached
@@ -347,6 +356,7 @@ metadata
 Metatrainer
 metatrainer
 memcached
+MiB
 Michal
 Micheli
 microarchitecting
@@ -359,6 +369,7 @@ microservices
 Microservice
 Microservices
 microVMs
+millicpu
 minio
 MinIO
 Mirzadeh
@@ -424,6 +435,7 @@ Petrov
 Ph
 Picorel
 Pilani
+Pipelined
 plaintext
 Plamen
 plamenpp
@@ -431,6 +443,7 @@ pmu
 pmutool
 pn
 Pnevmatikatos
+png
 postfix
 PPoPP
 PPOPP
@@ -462,6 +475,7 @@ PTEMagnet
 pv
 PV
 pvc
+py
 qO
 QoS
 QOS
@@ -499,6 +513,7 @@ runtimes
 Rustem
 s
 SABRes
+SampleCount
 SayHello
 Sazeides
 Scalability
diff --git a/.github/workflows/e2e-aes.yml b/.github/workflows/e2e-aes.yml
index d54238b3..f482f97d 100644
--- a/.github/workflows/e2e-aes.yml
+++ b/.github/workflows/e2e-aes.yml
@@ -146,8 +146,8 @@ jobs:
 
       - name: start docker-compose benchmark
         run: |
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
           sleep 60s
           cat log_file
 
diff --git a/.github/workflows/e2e-auth.yml b/.github/workflows/e2e-auth.yml
index a7c9175c..5aa1ef6f 100644
--- a/.github/workflows/e2e-auth.yml
+++ b/.github/workflows/e2e-auth.yml
@@ -146,8 +146,8 @@ jobs:
 
       - name: start docker-compose benchmark
         run: |
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
           sleep 60s
           cat log_file
 
diff --git a/.github/workflows/e2e-fibonacci.yml b/.github/workflows/e2e-fibonacci.yml
index 4ab7e256..1f63c188 100644
--- a/.github/workflows/e2e-fibonacci.yml
+++ b/.github/workflows/e2e-fibonacci.yml
@@ -125,8 +125,8 @@ jobs:
 
       - name: start docker-compose benchmark
         run: |
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
           sleep 60s
           cat log_file
 
diff --git a/.github/workflows/e2e-gptj.yml b/.github/workflows/e2e-gptj.yml
index 799b4695..02f0f339 100644
--- a/.github/workflows/e2e-gptj.yml
+++ b/.github/workflows/e2e-gptj.yml
@@ -97,8 +97,8 @@ jobs:
 
       - name: start docker-compose benchmark
         run: |
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
           sleep 60s
           cat log_file
 
diff --git a/.github/workflows/e2e-hotel.yml b/.github/workflows/e2e-hotel.yml
index daa43bfd..9f67027b 100644
--- a/.github/workflows/e2e-hotel.yml
+++ b/.github/workflows/e2e-hotel.yml
@@ -105,8 +105,8 @@ jobs:
 
       - name: start docker-compose benchmark
         run: |
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
           sleep 60s
           cat log_file
 
diff --git a/.github/workflows/e2e-image-rotate.yml b/.github/workflows/e2e-image-rotate.yml
index b02829e4..d898d5ca 100644
--- a/.github/workflows/e2e-image-rotate.yml
+++ b/.github/workflows/e2e-image-rotate.yml
@@ -99,8 +99,8 @@ jobs:
 
       - name: start docker-compose benchmark
         run: |
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
           sleep 60s
           cat log_file
 
diff --git a/.github/workflows/e2e-map-reduce.yml b/.github/workflows/e2e-map-reduce.yml
index 77fed5b4..431b6cbe 100644
--- a/.github/workflows/e2e-map-reduce.yml
+++ b/.github/workflows/e2e-map-reduce.yml
@@ -104,7 +104,7 @@ jobs:
     - name: start docker-compose benchmark
       working-directory: benchmarks/map-reduce
       run: |
-        docker-compose -f docker-compose-s3.yml up &> log_file &
+        docker compose -f docker-compose-s3.yml up &> log_file &
         sleep 120s
         cat log_file
 
diff --git a/.github/workflows/e2e-online-shop.yml b/.github/workflows/e2e-online-shop.yml
index 4ae02120..b7733f47 100644
--- a/.github/workflows/e2e-online-shop.yml
+++ b/.github/workflows/e2e-online-shop.yml
@@ -113,8 +113,8 @@ jobs:
 
       - name: start docker-compose benchmark
         run: |
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
           sleep 60s
           cat log_file
 
diff --git a/.github/workflows/e2e-rnn-serving.yml b/.github/workflows/e2e-rnn-serving.yml
index 0383b620..03ce2373 100644
--- a/.github/workflows/e2e-rnn-serving.yml
+++ b/.github/workflows/e2e-rnn-serving.yml
@@ -94,8 +94,8 @@ jobs:
 
       - name: start docker-compose benchmark
         run: |
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
           sleep 60s
           cat log_file
 
diff --git a/.github/workflows/e2e-spin-sleep.yml b/.github/workflows/e2e-spin-sleep.yml
index 08fef6a6..6220db6a 100644
--- a/.github/workflows/e2e-spin-sleep.yml
+++ b/.github/workflows/e2e-spin-sleep.yml
@@ -98,8 +98,8 @@ jobs:
 
       - name: start docker-compose benchmark
         run: |
-          docker-compose -f ${{ matrix.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
-          docker-compose -f ${{ matrix.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
+          docker compose -f ${{ matrix.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
+          docker compose -f ${{ matrix.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
           sleep 60s
           cat log_file
       - name: invoke the function directly
diff --git a/.github/workflows/e2e-stacking-training.yml b/.github/workflows/e2e-stacking-training.yml
index 98e1d8a4..00b7f60e 100644
--- a/.github/workflows/e2e-stacking-training.yml
+++ b/.github/workflows/e2e-stacking-training.yml
@@ -93,7 +93,7 @@ jobs:
       env:
         BUCKET_NAME: vhive-stacking
       run: |
-        docker-compose -f docker-compose-s3.yml up &> log_file &
+        docker compose -f docker-compose-s3.yml up &> log_file &
         sleep 60s
     - name: invoke the chain
       run: |
diff --git a/.github/workflows/e2e-tuning-halving.yml b/.github/workflows/e2e-tuning-halving.yml
index dcba6208..e46870a9 100644
--- a/.github/workflows/e2e-tuning-halving.yml
+++ b/.github/workflows/e2e-tuning-halving.yml
@@ -93,7 +93,7 @@ jobs:
       env:
         BUCKET_NAME: vhive-tuning
       run: |
-        docker-compose -f docker-compose-s3.yml up &> log_file &
+        docker compose -f docker-compose-s3.yml up &> log_file &
         sleep 60s
 
     - name: invoke the chain
diff --git a/.github/workflows/e2e-video-analytics-standalone.yml b/.github/workflows/e2e-video-analytics-standalone.yml
index 9d15145a..2a59da57 100644
--- a/.github/workflows/e2e-video-analytics-standalone.yml
+++ b/.github/workflows/e2e-video-analytics-standalone.yml
@@ -96,8 +96,8 @@ jobs:
 
       - name: start docker-compose benchmark
         run: |
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
           sleep 60s
           cat log_file
 
diff --git a/.github/workflows/e2e-video-analytics.yml b/.github/workflows/e2e-video-analytics.yml
index bc05d8a5..98e56191 100644
--- a/.github/workflows/e2e-video-analytics.yml
+++ b/.github/workflows/e2e-video-analytics.yml
@@ -89,7 +89,7 @@ jobs:
           BUCKET_NAME: "vhive-video-bench"
       working-directory: benchmarks/video-analytics/yamls/docker-compose
       run: |
-        docker-compose -f docker-compose-s3.yml up &> log_file &
+        docker compose -f docker-compose-s3.yml up &> log_file &
         sleep 60s
 
     - name: invoke the chain
diff --git a/.github/workflows/e2e-video-processing.yml b/.github/workflows/e2e-video-processing.yml
index e2449a71..fb322d4d 100644
--- a/.github/workflows/e2e-video-processing.yml
+++ b/.github/workflows/e2e-video-processing.yml
@@ -96,8 +96,8 @@ jobs:
 
       - name: start docker-compose benchmark
         run: |
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
-          docker-compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml pull
+          docker compose -f ${{ env.YAML_DIR }}/dc-${{ matrix.service }}.yaml up &> log_file &
           sleep 60s
           cat log_file
 
diff --git a/benchmarks/rnn-serving/python/requirements.txt b/benchmarks/rnn-serving/python/requirements.txt
index 91e512da..d9941aa1 100644
--- a/benchmarks/rnn-serving/python/requirements.txt
+++ b/benchmarks/rnn-serving/python/requirements.txt
@@ -1,6 +1,6 @@
+-f https://download.pytorch.org/whl/torch_stable.html
 numpy
-torch
-grpcio==1.53.2
+torch==2.0.0+cpu 
 grpcio-tools==1.45.0
 opentelemetry-api==1.3.0
 opentelemetry-exporter-zipkin==1.3.0
diff --git a/tools/invoker/client.go b/tools/invoker/client.go
index b69e5008..fbbc34b5 100644
--- a/tools/invoker/client.go
+++ b/tools/invoker/client.go
@@ -133,6 +133,30 @@ func runExperiment(endpoints []*endpoint.Endpoint, runDuration int, targetRPS fl
 
 	Start(TimeseriesDBAddr, endpoints, workflowIDs)
 
+	// Calculation to find the right RPS
+	for _, ep := range endpoints {
+		if ep.Eventing {
+			invokeEventingFunction(ep)
+		} else {
+			invokeServingFunction(ep)
+		}
+	}
+	latSlice.Lock()
+	var maxLatency int64
+	maxLatency = 0
+	for _, value := range latSlice.slice {
+		if value > maxLatency {
+			maxLatency = value
+		}
+	}
+	latSlice.slice = []int64{}
+	latSlice.Unlock()
+	profSlice.Lock()
+	profSlice.slice = []int64{}
+	profSlice.Unlock()
+
+	// ACTUAL EXPERIMENT
+
 	timeout := time.After(time.Duration(runDuration) * time.Second)
 	d := time.Duration(1000000/targetRPS) * time.Microsecond
 	if d <= 0 {
@@ -196,11 +220,14 @@ func SayHello(address, workflowID string) {
 		log.Warnf("Failed to invoke %v, err=%v", address, err)
 	} else {
 		if *funcDurEnableFlag {
-			log.Debugf("Inside if\n")
 			words := strings.Fields(response.Message)
 			lastWord := words[len(words)-1]
 			duration, err := strconv.ParseInt(lastWord, 10, 64)
+			if err != nil {
+				log.Warnf("Failed to parse the duration from the response: %v", err)
+			}
 			if err == nil {
+				log.Debugf("Invoked %v. Response: %v\n", address, response.Message)
 				profSlice.Lock()
 				profSlice.slice = append(profSlice.slice, duration)
 				profSlice.Unlock()
@@ -290,7 +317,6 @@ func writeFunctionDurations(funcDurationOutputFile string) {
 	}
 
 	datawriter := bufio.NewWriter(file)
-
 	for _, dur := range profSlice.slice {
 		_, err := datawriter.WriteString(strconv.FormatInt(dur, 10) + "\n")
 		if err != nil {
diff --git a/tools/load-generator/README.md b/tools/load-generator/README.md
new file mode 100644
index 00000000..016aa2a7
--- /dev/null
+++ b/tools/load-generator/README.md
@@ -0,0 +1,251 @@
+# Load Generator
+
+The Load Generator tool can be used for analyzing the performance of serverless cluster deployments. It reconstructs the invocation traffic(load) based on a given trace using the functions in the vSwarm benchmark suite as its proxy. It reads the trace (containing memory utilization, duration of invocation & invocation timestamps of the trace functions) and generates a load consisting of timestamped invocations of the proxy functions closely mimicking the trace. 
+
+Each function in the trace is mapped to a function in the benchmark suite as its closest proxy (based on memory and duration), and the proxy functions are invoked. The tool utilizes the `profile.json` JSON output file generated by the [`profiler` tool](https://github.com/vhive-serverless/vSwarm/tree/load-generator/tools/profiler#profiler) to obtain the profile of the benchmark suite functions (for it to be used as a proxy). Once the load is generated (by default `load.json` file), the `invoker` can be used to run the generated load. 
+
+## Setup
+
+The profiler utilizes the stock-only cluster setup as per [vHive quickstart guide](https://github.com/vhive-serverless/vhive/blob/main/docs/quickstart_guide.md) and [vHive developer guide](https://github.com/vhive-serverless/vHive/blob/main/docs/developers_guide.md). 
+
+### Python packages
+
+```bash
+pip3 install -r requirements.txt
+```
+
+## Generating load
+
+```
+python3 main.py loadgen -h
+usage: main.py loadgen [-h] [-o path] [-t path] [-p path] [-c path] [-b path] [-m bool] [-u bool] [-i string]
+                       [-d int] [-w int] [-dbg bool]
+optional arguments:
+  -h, --help            show this help message and exit
+  -o path, --output path
+                        Output JSON file containing timestamps and endpoints of load. Default: load.json
+  -t path, --trace path
+                        Directory in which durations, invocations, memory CSV files of trace are located. Default: trace
+  -p path, --profile path
+                        JSON file containing profile details of the proxy functions. Default: profile.json
+  -c path, --config_proxy path
+                        Contains details about proxy functions used for deploying. Default: config.json
+  -b path, --build path
+                        Directory in which temporary build files are located. Default: build
+  -m bool, --minute bool
+                        Trace contains information at minute/second granularity. True if minute granularity. Default: True
+  -u bool, --unique bool
+                        Proxy-Trace functions mapping. Should it be unique?. Default: False
+  -i string, --iat_distribution string
+                        IAT Distribution: equidistant, uniform or exponential. Default: uniform
+  -d int, --duration int
+                        Experiment Duration. Default: 20
+  -dbg bool, --dbg bool
+                        Show debug messages
+```
+### Command:
+
+```bash
+python3 main.py loadgen
+```
+
+The tool reads the trace information(memory, duration and invocation details) from the `trace/` directory (can be configured using `-t` or `--trace` flags). The `trace/` directory must contain `memory.csv`, `durations.csv` and `invocations.csv` files containing the respective trace information of the format mentioned in [*Azure Functions Dataset 2019*](https://github.com/Azure/AzurePublicDataset/blob/master/AzureFunctionsDataset2019.md)
+
+#### Function Invocation Counts `invocations.csv` Schema
+
+|Field|Description  |
+|--|--|
+| HashOwner | unique id of the application owner|
+| HashApp | unique id for application name|
+| HashFunction | unique id for the function name within the app|
+|Trigger | trigger for the function|
+|x .. y | fields describing the number of invocations of the function per minute/second
+
+If the `invocations.csv` file contains the number of invocations of functions per minute, the `-m`(or `--minute`) flag must be set to `true`. If it is per second, then the flag must be set to `false`.
+
+#### Function Execution Duration `durations.csv` Schema
+
+|Field|Description  |
+|--|--|
+| HashOwner | unique id of the application owner |
+| HashApp | unique id for application name  |
+| HashFunction | unique id for the function name within the app | 
+|Average | Average execution time (ms) across all invocations of the 24-period|  
+|Count | Number of executions used in computing the average|  
+|Minimum | Minimum execution time|  
+|Maximum | Maximum execution time|  
+|percentile_Average_0| Weighted 0th-percentile of the execution time *average*|  
+|percentile_Average_1| Weighted 1st-percentile of the execution time *average*|  
+|percentile_Average_25 | Weighted 25th-percentile of the execution time *average*|  
+|percentile_Average_50 | Weighted 50th-percentile of the execution time *average*|  
+|percentile_Average_75 | Weighted 75th-percentile of the execution time *average*|  
+|percentile_Average_99 | Weighted 99th-percentile of the execution time *average*|  
+|percentile_Average_100 | Weighted 100th-percentile of the execution time *average*|
+Execution time is in milliseconds. 
+
+#### Function Memory Usage `memory.csv` Schema
+
+|Field|Description  |
+|--|--|
+| HashOwner | unique id of the application owner |
+| HashApp | unique id for application name  |
+|SampleCount | Number of samples used for computing the average |  
+|AverageAllocatedMb | Average allocated memory across all SampleCount measurements|  
+|AverageAllocatedMb_pct1 | 1st percentile of the average allocated memory|  
+|AverageAllocatedMb_pct5 | 5th percentile of the average allocated memory|  
+|AverageAllocatedMb_pct25 | 25th percentile of the average allocated memory|  
+|AverageAllocatedMb_pct50 | 50th percentile of the average allocated memory|  
+|AverageAllocatedMb_pct75 | 75th percentile of the average allocated memory|  
+|AverageAllocatedMb_pct95 | 95th percentile of the average allocated memory|  
+|AverageAllocatedMb_pct99 | 99th percentile of the average allocated memory|  
+|AverageAllocatedMb_pct100 | 100th percentile of the average allocated memory|
+
+*One can utilize the [`sampler`](https://github.com/vhive-serverless/invitro/tree/main/sampler) from [`invitro`](https://github.com/vhive-serverless/invitro/tree/main) to generate a sampled trace from the original Azure dataset trace. The sampled trace can be used as the input trace to this tool.*
+
+For every function in the trace, the closest function in the benchmark suite is set as its proxy. (75-percentile memory and 75-percentile duration are considered to find the highest correlation). If the `-u` (or `--unique`) flag is set to true, the tool tries to find a one-to-one(injective) mapping between trace functions and proxy functions by modelling it as a *linear sum assignment* problem. If the number of trace functions is greater than the number of proxy functions, or if the mapping is not achieved, the injective constraint is removed, and the closest proxy function is obtained. Currently the tool utilizes only _Serving Functions_ that are _NOT Pipelined_ as proxy functions.
+
+This mapping obviously requires the profiles of the benchmark functions for it to be used as a proxy. The tool utilizes the `profile.json` JSON output file generated by the [`profiler` tool](https://github.com/vhive-serverless/vSwarm/tree/load-generator/tools/profiler#profiler) to obtain the profile of the benchmark suite functions. The User can configure the path of the JSON file through the `-p` (or `--profile`) flag (by default, it is `profile.json`). 
+
+The tool finds the trace-proxy mapping and automatically deploys the proxies. The deployment of the proxies would require details about `predeployment-commands`, `postdeployment-commands` and `yaml-location` of the proxy functions in the JSON format. The tool obtains this information from the `config.json` file by default (The user can utilize the `-c` or `--config_proxy` flag to change this argument). More details about this format can be found in the [profiler tool README.md](https://github.com/vhive-serverless/vSwarm/tree/load-generator/tools/profiler#command). One can directly copy the file from the `vSwarm/tools/profiler/config.json` directory and use it here. 
+
+An example generated load file would look like
+```json
+[
+  {
+    "timestamp": [
+      1365552,
+      2418429,
+      5343091,
+      5548417,
+      9047101
+    ],
+    "endpoint": [
+      "aes-nodejs-8vicg27vtbz07fi6iu0uu3d42ha7c0vl.default.192.168.1.240.sslip.io",
+      "aes-nodejs-8vicg27vtbz07fi6iu0uu3d42ha7c0vl.default.192.168.1.240.sslip.io",
+      "aes-nodejs-8vicg27vtbz07fi6iu0uu3d42ha7c0vl.default.192.168.1.240.sslip.io",
+      "aes-nodejs-8vicg27vtbz07fi6iu0uu3d42ha7c0vl.default.192.168.1.240.sslip.io",
+      "aes-nodejs-8vicg27vtbz07fi6iu0uu3d42ha7c0vl.default.192.168.1.240.sslip.io"
+    ]
+  },
+  {
+    "timestamp": [
+      980005,
+      1836228,
+      2068303,
+      2145022,
+      2162754,
+      3101559,
+      3425828,
+      4719316,
+      4915234,
+      5536220,
+      5743669,
+      5819248,
+      5893692,
+      6423868,
+      6519094,
+      6713161,
+      7456063,
+      7492532,
+      8710957,
+      8736089
+    ],
+    "endpoint": [
+      "currencyservice-i2lki1cie2nv762ki2o6ugaxeebr03qd.default.192.168.1.240.sslip.io",
+      "emailservice-2hab4uja57g7852i10xk8zx6joltcklu.default.192.168.1.240.sslip.io",
+      "currencyservice-i2lki1cie2nv762ki2o6ugaxeebr03qd.default.192.168.1.240.sslip.io",
+      "emailservice-2hab4uja57g7852i10xk8zx6joltcklu.default.192.168.1.240.sslip.io",
+      "emailservice-2hab4uja57g7852i10xk8zx6joltcklu.default.192.168.1.240.sslip.io",
+      "currencyservice-i2lki1cie2nv762ki2o6ugaxeebr03qd.default.192.168.1.240.sslip.io",
+      "emailservice-2hab4uja57g7852i10xk8zx6joltcklu.default.192.168.1.240.sslip.io",
+      "currencyservice-i2lki1cie2nv762ki2o6ugaxeebr03qd.default.192.168.1.240.sslip.io",
+      "gptj-python-q0j5cwv0iri9h1v0enba17hl46636ksx.default.192.168.1.240.sslip.io",
+      "gptj-python-q0j5cwv0iri9h1v0enba17hl46636ksx.default.192.168.1.240.sslip.io",
+      "aes-nodejs-8vicg27vtbz07fi6iu0uu3d42ha7c0vl.default.192.168.1.240.sslip.io",
+      "currencyservice-i2lki1cie2nv762ki2o6ugaxeebr03qd.default.192.168.1.240.sslip.io",
+      "emailservice-2hab4uja57g7852i10xk8zx6joltcklu.default.192.168.1.240.sslip.io",
+      "gptj-python-q0j5cwv0iri9h1v0enba17hl46636ksx.default.192.168.1.240.sslip.io",
+      "aes-nodejs-8vicg27vtbz07fi6iu0uu3d42ha7c0vl.default.192.168.1.240.sslip.io",
+      "aes-nodejs-8vicg27vtbz07fi6iu0uu3d42ha7c0vl.default.192.168.1.240.sslip.io",
+      "emailservice-2hab4uja57g7852i10xk8zx6joltcklu.default.192.168.1.240.sslip.io",
+      "aes-nodejs-8vicg27vtbz07fi6iu0uu3d42ha7c0vl.default.192.168.1.240.sslip.io",
+      "aes-nodejs-8vicg27vtbz07fi6iu0uu3d42ha7c0vl.default.192.168.1.240.sslip.io",
+      "gptj-python-q0j5cwv0iri9h1v0enba17hl46636ksx.default.192.168.1.240.sslip.io"
+    ]
+  }
+]
+```
+The generated load consists of a list of timestamp-invocation objects, with each object depicting a minute/second. The timestamp is a list of microseconds of that minute/second when the appropriate endpoint is invoked.
+
+## Invoking load
+
+The invoker reads the target addresses specified inside the input file (`load.json` by default) generated previously and invokes the endpoints at the correct time instance. `make invoker` can be used to build a binary of the `invoker`. Once this and the input file are ready, calling `./invoker` will start the process.
+
+### Command
+
+```bash
+cd ./invoker
+make invoker
+./invoker -duration 15 -min true -traceFile load.json
+```
+
+#### More details:
+
+```
+./invoker -h
+Usage of ./invoker:
+  -dbg
+    	Enable debug logging
+  -duration int
+    	Experiment duration (default 8)
+  -grpcTimeout int
+    	Timeout in seconds for gRPC requests (default 30)
+  -latf string
+    	CSV file for the latency measurements in microseconds (default "lat.csv")
+  -min
+    	Is it minute granularity (default true)
+  -port int
+    	The port that functions listen to (default 80)
+  -trace
+    	Enable tracing in the client
+  -traceFile string
+    	File with trace endpoints' metadata (default "load.json")
+  -warmup int
+    	Warm up duration (default 2)
+  -zipkin string
+    	zipkin url (default "http://localhost:9411/api/v2/spans")
+```
+
+### Multi-node setup
+
+In the case of a multi-node setup, the `python3 main.py loadgen` must be run on the Master node to generate and deploy the load. Copy the generated `load.json` to the worker nodes. `invoker` must be run on the worker nodes with the `load.json` file as the input. However, note that the generated `load.json` is independent of the number of worker nodes. It is the user's responsibility to distribute the load to the worker nodes if there is more than one worker node.
+
+
+## Plotting
+
+```bash
+python3 main.py plot -h
+usage: main.py plot [-h] [-t path] [-p path] [-o path] [-dbg bool]
+
+optional arguments:
+  -h, --help            show this help message and exit
+  -t path, --trace path
+                        Directory in which durations, invocations, memory CSV files of trace are located
+  -p path, --profile path
+                        JSON file containing profile details of the proxy functions
+  -o path, --png_folder path
+                        Output folder where plots are stored
+  -dbg bool, --dbg bool
+                        Show debug messages
+```
+The tool can also plot the profiles of the trace and proxy functions as a histogram. The command takes the profile.json file (`-p` or `--profile`) and `trace` location (`-t` or `--trace`)  as input and saves the histogram PNG files at the `png/` folder (-o or --png_folder flags). 
+
+This functionality can be utilized to understand how the distribution of proxy functions varies from the trace functions. A good set of proxy functions should cover the entire distribution of the trace functions.
+
+### Example:
+
+![image](https://github.com/vhive-serverless/vSwarm/assets/70060966/017ae173-343c-4b6d-99b2-478331d4d04d)
+![image](https://github.com/vhive-serverless/vSwarm/assets/70060966/3f9482aa-3544-40b1-959c-80f69cc143bf)
+![image](https://github.com/vhive-serverless/vSwarm/assets/70060966/e1ef35ce-2e6a-4d2c-bf6c-b16e125ee1de)
+![image](https://github.com/vhive-serverless/vSwarm/assets/70060966/7ccb4548-83e4-4449-95c2-7fea27360ea1)
+![image](https://github.com/vhive-serverless/vSwarm/assets/70060966/d18f1da6-7373-4769-a84d-a563ab7b6a37)
diff --git a/tools/load-generator/config.json b/tools/load-generator/config.json
new file mode 100644
index 00000000..d57d1250
--- /dev/null
+++ b/tools/load-generator/config.json
@@ -0,0 +1,686 @@
+[
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-450000-454500.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-700000-707000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-10-10.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-1000-1010.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-4500-4545.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-10000-10100.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-20000-20200.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-45000-45450.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-70000-70700.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-100000-101000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-200000-202000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-450000-454500.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-700000-707000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-1000000-1010000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/gptj/kn-gptj-python.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-1.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-2.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-3.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-4.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-5.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-6.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-7.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-8.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-9.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-10.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-11.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-12.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-13.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-14.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-15.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-16.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-go/kn-image-rotate-go-17.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-go/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/hotel-app/kn-geo.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/hotel-app/database.yaml",
+            "kubectl apply -f ./yamls/hotel-app/memcached.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/hotel-app/kn-profile.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/hotel-app/database.yaml",
+            "kubectl apply -f ./yamls/hotel-app/memcached.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/hotel-app/kn-recommendation.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/hotel-app/database.yaml",
+            "kubectl apply -f ./yamls/hotel-app/memcached.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/hotel-app/kn-reservation.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/hotel-app/database.yaml",
+            "kubectl apply -f ./yamls/hotel-app/memcached.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/hotel-app/kn-user.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/hotel-app/database.yaml",
+            "kubectl apply -f ./yamls/hotel-app/memcached.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-10.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-20.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-45.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-70.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-100.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-200.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-320.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-450.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-700.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-1000.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-1500.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-2000.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-3000.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-4000.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-5000.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-6000.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-processing/kn-video-processing-python-7000.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-processing/video-processing-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-go/kn-fibonacci-go-10-10.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-go/kn-fibonacci-go-1000-1010.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-go/kn-fibonacci-go-4500-4545.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-go/kn-fibonacci-go-10000-10100.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-go/kn-fibonacci-go-20000-20200.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-go/kn-fibonacci-go-45000-45450.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-go/kn-fibonacci-go-70000-70700.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-go/kn-fibonacci-go-100000-101000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-go/kn-fibonacci-go-200000-202000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-go/kn-fibonacci-go-450000-454500.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-go/kn-fibonacci-go-700000-707000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-go/kn-fibonacci-go-1000000-1010000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-go/kn-fibonacci-go-1500000-1515000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-1-1.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-5-5.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-10-10.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-20-20.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-45-45.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-100-101.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-200-202.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-300-303.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-450-454.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-700-707.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-1000-1010.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-1500-1515.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-2000-2020.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-2500-2525.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-3000-3030.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-4500-4545.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-7000-7070.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-8500-8585.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-10000-10100.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-12000-12120.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/rnn-serving/kn-rnn-serving-python-14000-14140.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-2.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-3.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-4.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-5.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-6.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-7.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-8.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-9.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-10.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-11.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-12.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-13.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-14.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-15.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-16.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-17.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-adservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-cartservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-currencyservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-emailservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-paymentservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-productcatalogservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-shippingservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    }
+]
\ No newline at end of file
diff --git a/tools/load-generator/full-trace/durations.csv b/tools/load-generator/full-trace/durations.csv
new file mode 100644
index 00000000..8f52be29
--- /dev/null
+++ b/tools/load-generator/full-trace/durations.csv
@@ -0,0 +1,23001 @@
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diff --git a/tools/load-generator/full-trace/invocations.csv b/tools/load-generator/full-trace/invocations.csv
new file mode 100644
index 00000000..b2f1dec4
--- /dev/null
+++ b/tools/load-generator/full-trace/invocations.csv
@@ -0,0 +1,23001 @@
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diff --git a/tools/load-generator/full-trace/memory.csv b/tools/load-generator/full-trace/memory.csv
new file mode 100644
index 00000000..8eb4bea2
--- /dev/null
+++ b/tools/load-generator/full-trace/memory.csv
@@ -0,0 +1,23001 @@
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\ No newline at end of file
diff --git a/tools/load-generator/invoker/Makefile b/tools/load-generator/invoker/Makefile
new file mode 100644
index 00000000..c4a20cda
--- /dev/null
+++ b/tools/load-generator/invoker/Makefile
@@ -0,0 +1,15 @@
+invoker: client.go measure.go helloworld.pb.go helloworld_grpc.pb.go
+	go mod tidy
+	go build github.com/vhive-serverless/vSwarm/tools/invoker
+
+helloworld.pb.go: proto/helloworld.proto
+	protoc \
+		--go_out=. \
+		--go_opt="paths=source_relative" \
+		proto/helloworld.proto
+
+helloworld_grpc.pb.go: proto/helloworld.proto
+	protoc \
+		--go-grpc_out=. \
+		--go-grpc_opt="paths=source_relative" \
+		proto/helloworld.proto
\ No newline at end of file
diff --git a/tools/load-generator/invoker/client.go b/tools/load-generator/invoker/client.go
new file mode 100644
index 00000000..805b5ba6
--- /dev/null
+++ b/tools/load-generator/invoker/client.go
@@ -0,0 +1,330 @@
+// MIT License
+//
+// Copyright (c) 2024 Dmitrii Ustiugov and EASE lab
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to deal
+// in the Software without restriction, including without limitation the rights
+// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in all
+// copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+// SOFTWARE.
+
+package main
+
+import (
+	"bufio"
+	"context"
+	"encoding/json"
+	"flag"
+	"fmt"
+	"os"
+	"strconv"
+	"sync"
+	"sync/atomic"
+	"time"
+
+	"github.com/google/uuid"
+	log "github.com/sirupsen/logrus"
+	"google.golang.org/grpc"
+	"google.golang.org/grpc/credentials/insecure"
+
+	"go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc"
+
+	"github.com/vhive-serverless/vSwarm/tools/benchmarking_eventing/vhivemetadata"
+	tracing "github.com/vhive-serverless/vSwarm/utils/tracing/go"
+
+	pb "github.com/vhive-serverless/vSwarm/tools/invoker/proto"
+)
+
+const TimeseriesDBAddr = "10.96.0.84:90"
+
+var (
+	completed   int64
+	issued 		int64
+	latSlice    LatencySlice
+	portFlag    *int
+	grpcTimeout time.Duration
+	withTracing *bool
+	workflowIDs map[string]string
+	statCollection bool
+
+	minuteGranularity *bool
+	warmupDuration *int
+	exptDuration *int
+)
+
+type InvocationTimestamp struct {
+	Timestamp []int64	`json:"timestamp"`
+	Endpoints []string	`json:"endpoint"`
+}
+
+func main() {
+	traceEndpointsFile := flag.String("traceFile", "load.json", "File with trace endpoints' metadata")
+	latencyOutputFile := flag.String("latf", "lat.csv", "CSV file for the latency measurements in microseconds")
+	portFlag = flag.Int("port", 80, "The port that functions listen to")
+	withTracing = flag.Bool("trace", false, "Enable tracing in the client")
+	zipkin := flag.String("zipkin", "http://localhost:9411/api/v2/spans", "zipkin url")
+	debug := flag.Bool("dbg", false, "Enable debug logging")
+	grpcTimeout = time.Duration(*flag.Int("grpcTimeout", 30, "Timeout in seconds for gRPC requests")) * time.Second
+	warmupDuration = flag.Int("warmup", 2, "Warm up duration - minutes (or) seconds")
+	exptDuration = flag.Int("duration", 8, "Experiment duration - minutes (or) seconds")
+	minuteGranularity = flag.Bool("min", true, "Is it minute granularity")
+	
+	statCollection = false
+
+	flag.Parse()
+
+	log.SetFormatter(&log.TextFormatter{
+		TimestampFormat: time.RFC3339Nano,
+		FullTimestamp:   true,
+	})
+	log.SetOutput(os.Stdout)
+	if *debug {
+		log.SetLevel(log.DebugLevel)
+		log.Debug("Debug logging is enabled")
+	} else {
+		log.SetLevel(log.InfoLevel)
+	}
+
+	log.Info("Reading the trace endpoints from the file: ", *traceEndpointsFile)
+	invocations, err := readTraceEndpoints(*traceEndpointsFile)
+	if err != nil {
+		log.Fatal("Failed to read the trace endpoints file: ", err)
+	}
+
+	workflowIDs = make(map[string]string)
+	for _, iv := range invocations {
+		for _, ep := range iv.Endpoints {
+			if _, exists := workflowIDs[ep]; !exists {
+				workflowIDs[ep] = uuid.New().String()
+			}
+		}
+	}
+
+	if *withTracing {
+		shutdown, err := tracing.InitBasicTracer(*zipkin, "invoker")
+		if err != nil {
+			log.Print(err)
+		}
+		defer shutdown()
+	}
+
+	err = runExperiment(invocations)
+	if err != nil {
+		log.Print(err)
+	}
+
+	writeLatencies(*latencyOutputFile)
+}
+
+func readTraceEndpoints(path string) (invocations []*InvocationTimestamp, _ error){
+	data, err := os.ReadFile(path)
+	if err != nil {
+		return nil, err
+	}
+	if err := json.Unmarshal(data, &invocations); err != nil {
+		return nil, err
+	}
+	return 
+}
+
+func runMinuteTrace(invocation InvocationTimestamp) {
+
+	numberOfInvocations := len(invocation.Timestamp)		
+	log.Debug("Number of Invocations this iteration: ", numberOfInvocations)
+
+	if (*minuteGranularity) {
+		if (invocation.Timestamp[numberOfInvocations - 1] > 1000000 * 60) {
+			log.Warnf("Minute trace longer than minute")
+		}
+	} else {
+		if (invocation.Timestamp[numberOfInvocations - 1] > 1000000 ) {
+			log.Warnf("Second trace longer than second")
+		}
+	} 
+
+	invocationNo := 0
+	var previousIAT int64
+
+loop:
+	for {
+		iat := time.Duration(invocation.Timestamp[invocationNo]) * time.Microsecond  
+		sleepFor := iat.Microseconds() - previousIAT
+		time.Sleep(time.Duration(sleepFor) * time.Microsecond)
+		go invokeServingFunction(invocation.Endpoints[invocationNo])
+
+		invocationNo += 1
+		previousIAT = iat.Microseconds()
+		atomic.AddInt64(&issued, 1)
+		if (invocationNo >= numberOfInvocations) {
+			break loop
+		}
+	}
+}
+
+func runExperiment(invocations []*InvocationTimestamp) (_ error) {
+
+	numberOfMinutes := *warmupDuration + *exptDuration
+
+	var waitDuration time.Duration
+	switch *minuteGranularity {
+	case false:
+		waitDuration = 1 * time.Second
+	case true:
+		waitDuration = 1 * time.Minute
+	}
+
+	log.Infof("Warmup Duration: %d", *warmupDuration)
+	log.Infof("Experiment Duration: %d", *exptDuration)
+	log.Infof("Minute Granularity: %t", *minuteGranularity)
+
+	if (numberOfMinutes > len(invocations)) {
+		log.Warnf("Inconsistent Details: Need longer trace")
+		numberOfMinutes = len(invocations)
+	}
+
+	var minute int
+	minute = 0
+
+	completed = 0
+	issued = 0	
+
+	var start time.Time
+	tick := time.Tick (waitDuration)
+
+loop:
+	for {
+		select {
+		case <- tick:
+			if (minute == 0) { 
+				log.Info("Running Warmup Phase")
+				start = time.Now() 
+			}
+			if (minute == *warmupDuration) { 
+				log.Info("Warmup Phase Completed")
+				log.Info("Running Experiment Phase")
+				statCollection = true
+			}
+			if (minute >= numberOfMinutes) { 
+				log.Info("Experiment Phase Completed")
+				break loop
+			}
+			log.Debug("Minute: ", minute)
+			go runMinuteTrace(*invocations[minute])
+			minute += 1
+		}
+	}
+	
+	duration := time.Since(start).Seconds()
+	realRPS := float64(completed) / duration
+	log.Infof("Issued / completed requests: %d, %d", issued, completed)
+	log.Infof("Average Real RPS: %.2f ", realRPS)
+	log.Println("Experiment finished!")
+
+	return nil
+}
+
+
+func SayHello(address, workflowID string) {
+	dialOptions := make([]grpc.DialOption, 0)
+	dialOptions = append(dialOptions, grpc.WithTransportCredentials(insecure.NewCredentials()), grpc.WithBlock())
+	if *withTracing {
+		dialOptions = append(dialOptions, grpc.WithUnaryInterceptor(otelgrpc.UnaryClientInterceptor()))
+	}
+	conn, err := grpc.Dial(address, dialOptions...)
+	if err != nil {
+		log.Fatalf("did not connect: %v", err)
+	}
+	defer conn.Close()
+
+	c := pb.NewGreeterClient(conn)
+
+	ctx, cancel := context.WithTimeout(context.Background(), grpcTimeout)
+	defer cancel()
+
+	_, err = c.SayHello(ctx, &pb.HelloRequest{
+		Name: "Invoke relay",
+		VHiveMetadata: vhivemetadata.MakeVHiveMetadata(
+			workflowID,
+			uuid.New().String(),
+			time.Now().UTC(),
+		),
+	})
+	if err != nil {
+		log.Warnf("Failed to invoke %v, err=%v", address, err)
+	} else {
+		atomic.AddInt64(&completed, 1)
+	}
+}
+
+func invokeServingFunction(endpointHostname string) {
+	if (statCollection){
+		defer getDuration(startMeasurement(endpointHostname)) // measure entire invocation time
+	}
+
+	address := fmt.Sprintf("%s:%d", endpointHostname, *portFlag)
+	log.Debug("Invoking: ", address)
+
+	SayHello(address, workflowIDs[endpointHostname])
+}
+
+// LatencySlice is a thread-safe slice to hold a slice of latency measurements.
+type LatencySlice struct {
+	sync.Mutex
+	slice []int64
+}
+
+func startMeasurement(msg string) (string, time.Time) {
+	return msg, time.Now()
+}
+
+func getDuration(msg string, start time.Time) {
+	latency := time.Since(start)
+	log.Debugf("Invoked %v in %v usec\n", msg, latency.Microseconds())
+	addDurations([]time.Duration{latency})
+}
+
+func addDurations(ds []time.Duration) {
+	latSlice.Lock()
+	for _, d := range ds {
+		latSlice.slice = append(latSlice.slice, d.Microseconds())
+	}
+	latSlice.Unlock()
+}
+
+func writeLatencies(latencyOutputFile string) {
+	latSlice.Lock()
+	defer latSlice.Unlock()
+
+	fileName := fmt.Sprintf("rps_%s", latencyOutputFile)
+	log.Info("The measured latencies are saved in ", fileName)
+
+	file, err := os.OpenFile(fileName, os.O_CREATE|os.O_WRONLY|os.O_TRUNC, 0644)
+
+	if err != nil {
+		log.Fatal("Failed creating file: ", err)
+	}
+
+	datawriter := bufio.NewWriter(file)
+
+	for _, lat := range latSlice.slice {
+		_, err := datawriter.WriteString(strconv.FormatInt(lat, 10) + "\n")
+		if err != nil {
+			log.Fatal("Failed to write the URLs to a file ", err)
+		}
+	}
+
+	datawriter.Flush()
+	file.Close()
+}
\ No newline at end of file
diff --git a/tools/load-generator/invoker/go.mod b/tools/load-generator/invoker/go.mod
new file mode 100644
index 00000000..44e368e7
--- /dev/null
+++ b/tools/load-generator/invoker/go.mod
@@ -0,0 +1,39 @@
+module github.com/vhive-serverless/vSwarm/tools/invoker
+
+go 1.21
+
+replace (
+	github.com/vhive-serverless/vSwarm/tools/benchmarking_eventing => ../../benchmarking_eventing
+	github.com/vhive-serverless/vSwarm/tools/endpoint => ../../endpoint
+	github.com/vhive-serverless/vSwarm/tools/invoker/proto => ./proto
+	github.com/vhive-serverless/vSwarm/utils/tracing/go => ../../../utils/tracing/go
+)
+
+require (
+	github.com/google/uuid v1.6.0
+	github.com/sirupsen/logrus v1.9.3
+	github.com/vhive-serverless/vSwarm/tools/benchmarking_eventing v0.0.0-00010101000000-000000000000
+	github.com/vhive-serverless/vSwarm/tools/invoker/proto v0.0.0-00010101000000-000000000000
+	github.com/vhive-serverless/vSwarm/utils/tracing/go v0.0.0-00010101000000-000000000000
+	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.47.0
+	google.golang.org/grpc v1.61.0
+)
+
+require (
+	github.com/containerd/containerd v1.6.26 // indirect
+	github.com/containerd/log v0.1.0 // indirect
+	github.com/go-logr/logr v1.4.1 // indirect
+	github.com/go-logr/stdr v1.2.2 // indirect
+	github.com/golang/protobuf v1.5.3 // indirect
+	github.com/openzipkin/zipkin-go v0.4.2 // indirect
+	go.opentelemetry.io/otel v1.22.0 // indirect
+	go.opentelemetry.io/otel/exporters/zipkin v1.21.0 // indirect
+	go.opentelemetry.io/otel/metric v1.22.0 // indirect
+	go.opentelemetry.io/otel/sdk v1.21.0 // indirect
+	go.opentelemetry.io/otel/trace v1.22.0 // indirect
+	golang.org/x/net v0.20.0 // indirect
+	golang.org/x/sys v0.16.0 // indirect
+	golang.org/x/text v0.14.0 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20231106174013-bbf56f31fb17 // indirect
+	google.golang.org/protobuf v1.32.0 // indirect
+)
\ No newline at end of file
diff --git a/tools/load-generator/invoker/go.sum b/tools/load-generator/invoker/go.sum
new file mode 100644
index 00000000..ab2bbbbd
--- /dev/null
+++ b/tools/load-generator/invoker/go.sum
@@ -0,0 +1,74 @@
+cloud.google.com/go/compute v1.23.3 h1:6sVlXXBmbd7jNX0Ipq0trII3e4n1/MsADLK6a+aiVlk=
+cloud.google.com/go/compute v1.23.3/go.mod h1:VCgBUoMnIVIR0CscqQiPJLAG25E3ZRZMzcFZeQ+h8CI=
+cloud.google.com/go/compute/metadata v0.2.3 h1:mg4jlk7mCAj6xXp9UJ4fjI9VUI5rubuGBW5aJ7UnBMY=
+cloud.google.com/go/compute/metadata v0.2.3/go.mod h1:VAV5nSsACxMJvgaAuX6Pk2AawlZn8kiOGuCv6gTkwuA=
+github.com/cncf/xds/go v0.0.0-20231109132714-523115ebc101 h1:7To3pQ+pZo0i3dsWEbinPNFs5gPSBOsJtx3wTT94VBY=
+github.com/cncf/xds/go v0.0.0-20231109132714-523115ebc101/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
+github.com/containerd/containerd v1.6.26 h1:VVfrE6ZpyisvB1fzoY8Vkiq4sy+i5oF4uk7zu03RaHs=
+github.com/containerd/containerd v1.6.26/go.mod h1:I4TRdsdoo5MlKob5khDJS2EPT1l1oMNaE2MBm6FrwxM=
+github.com/containerd/log v0.1.0 h1:TCJt7ioM2cr/tfR8GPbGf9/VRAX8D2B4PjzCpfX540I=
+github.com/containerd/log v0.1.0/go.mod h1:VRRf09a7mHDIRezVKTRCrOq78v577GXq3bSa3EhrzVo=
+github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
+github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/envoyproxy/protoc-gen-validate v1.0.2 h1:QkIBuU5k+x7/QXPvPPnWXWlCdaBFApVqftFV6k087DA=
+github.com/envoyproxy/protoc-gen-validate v1.0.2/go.mod h1:GpiZQP3dDbg4JouG/NNS7QWXpgx6x8QiMKdmN72jogE=
+github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
+github.com/go-logr/logr v1.4.1 h1:pKouT5E8xu9zeFC39JXRDukb6JFQPXM5p5I91188VAQ=
+github.com/go-logr/logr v1.4.1/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
+github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
+github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
+github.com/golang/protobuf v1.5.0/go.mod h1:FsONVRAS9T7sI+LIUmWTfcYkHO4aIWwzhcaSAoJOfIk=
+github.com/golang/protobuf v1.5.3 h1:KhyjKVUg7Usr/dYsdSqoFveMYd5ko72D+zANwlG1mmg=
+github.com/golang/protobuf v1.5.3/go.mod h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiuN0vRsmY=
+github.com/google/go-cmp v0.5.5/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
+github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI=
+github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
+github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
+github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
+github.com/openzipkin/zipkin-go v0.4.2 h1:zjqfqHjUpPmB3c1GlCvvgsM1G4LkvqQbBDueDOCg/jA=
+github.com/openzipkin/zipkin-go v0.4.2/go.mod h1:ZeVkFjuuBiSy13y8vpSDCjMi9GoI3hPpCJSBx/EYFhY=
+github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
+github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
+github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ=
+github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ=
+github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
+github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
+github.com/stretchr/testify v1.8.4 h1:CcVxjf3Q8PM0mHUKJCdn+eZZtm5yQwehR5yeSVQQcUk=
+github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.47.0 h1:UNQQKPfTDe1J81ViolILjTKPr9WetKW6uei2hFgJmFs=
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.47.0/go.mod h1:r9vWsPS/3AQItv3OSlEJ/E4mbrhUbbw18meOjArPtKQ=
+go.opentelemetry.io/otel v1.22.0 h1:xS7Ku+7yTFvDfDraDIJVpw7XPyuHlB9MCiqqX5mcJ6Y=
+go.opentelemetry.io/otel v1.22.0/go.mod h1:eoV4iAi3Ea8LkAEI9+GFT44O6T/D0GWAVFyZVCC6pMI=
+go.opentelemetry.io/otel/exporters/zipkin v1.21.0 h1:D+Gv6lSfrFBWmQYyxKjDd0Zuld9SRXpIrEsKZvE4DO4=
+go.opentelemetry.io/otel/exporters/zipkin v1.21.0/go.mod h1:83oMKR6DzmHisFOW3I+yIMGZUTjxiWaiBI8M8+TU5zE=
+go.opentelemetry.io/otel/metric v1.22.0 h1:lypMQnGyJYeuYPhOM/bgjbFM6WE44W1/T45er4d8Hhg=
+go.opentelemetry.io/otel/metric v1.22.0/go.mod h1:evJGjVpZv0mQ5QBRJoBF64yMuOf4xCWdXjK8pzFvliY=
+go.opentelemetry.io/otel/sdk v1.21.0 h1:FTt8qirL1EysG6sTQRZ5TokkU8d0ugCj8htOgThZXQ8=
+go.opentelemetry.io/otel/sdk v1.21.0/go.mod h1:Nna6Yv7PWTdgJHVRD9hIYywQBRx7pbox6nwBnZIxl/E=
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+go.opentelemetry.io/otel/trace v1.22.0/go.mod h1:RbbHXVqKES9QhzZq/fE5UnOSILqRt40a21sPw2He1xo=
+golang.org/x/net v0.20.0 h1:aCL9BSgETF1k+blQaYUBx9hJ9LOGP3gAVemcZlf1Kpo=
+golang.org/x/net v0.20.0/go.mod h1:z8BVo6PvndSri0LbOE3hAn0apkU+1YvI6E70E9jsnvY=
+golang.org/x/oauth2 v0.14.0 h1:P0Vrf/2538nmC0H+pEQ3MNFRRnVR7RlqyVw+bvm26z0=
+golang.org/x/oauth2 v0.14.0/go.mod h1:lAtNWgaWfL4cm7j2OV8TxGi9Qb7ECORx8DktCY74OwM=
+golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
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+golang.org/x/sys v0.16.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/text v0.14.0 h1:ScX5w1eTa3QqT8oi6+ziP7dTV1S2+ALU0bI+0zXKWiQ=
+golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
+golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+google.golang.org/appengine v1.6.8 h1:IhEN5q69dyKagZPYMSdIjS2HqprW324FRQZJcGqPAsM=
+google.golang.org/appengine v1.6.8/go.mod h1:1jJ3jBArFh5pcgW8gCtRJnepW8FzD1V44FJffLiz/Ds=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20231106174013-bbf56f31fb17 h1:Jyp0Hsi0bmHXG6k9eATXoYtjd6e2UzZ1SCn/wIupY14=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20231106174013-bbf56f31fb17/go.mod h1:oQ5rr10WTTMvP4A36n8JpR1OrO1BEiV4f78CneXZxkA=
+google.golang.org/grpc v1.61.0 h1:TOvOcuXn30kRao+gfcvsebNEa5iZIiLkisYEkf7R7o0=
+google.golang.org/grpc v1.61.0/go.mod h1:VUbo7IFqmF1QtCAstipjG0GIoq49KvMe9+h1jFLBNJs=
+google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
+google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
+google.golang.org/protobuf v1.32.0 h1:pPC6BG5ex8PDFnkbrGU3EixyhKcQ2aDuBS36lqK/C7I=
+google.golang.org/protobuf v1.32.0/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
+gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
+gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
\ No newline at end of file
diff --git a/tools/load-generator/invoker/measure.go b/tools/load-generator/invoker/measure.go
new file mode 100644
index 00000000..5d6168a6
--- /dev/null
+++ b/tools/load-generator/invoker/measure.go
@@ -0,0 +1,35 @@
+package main
+
+import (
+	// "context"
+	"sync"
+	"time"
+
+	// "github.com/golang/protobuf/ptypes/empty"
+	// log "github.com/sirupsen/logrus"
+	// "go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc"
+	"google.golang.org/grpc"
+	// "google.golang.org/grpc/credentials/insecure"
+
+	"github.com/vhive-serverless/vSwarm/tools/benchmarking_eventing/proto"
+
+	// "github.com/vhive-serverless/vSwarm/tools/endpoint"
+)
+
+var (
+	tsdbConn   *grpc.ClientConn
+	tsdbClient proto.TimeseriesClient
+	lock       sync.Mutex
+)
+
+func Start() {
+	lock.Lock()
+	defer lock.Unlock()
+	return
+}
+
+func End() (durations []time.Duration) {
+	lock.Lock()
+	defer lock.Unlock()
+	return
+}
diff --git a/tools/load-generator/invoker/proto/go.mod b/tools/load-generator/invoker/proto/go.mod
new file mode 100644
index 00000000..1a8cdda4
--- /dev/null
+++ b/tools/load-generator/invoker/proto/go.mod
@@ -0,0 +1,16 @@
+module github.com/vhive-serverless/vSwarm/tools/invoker/proto
+
+go 1.21
+
+require (
+	google.golang.org/grpc v1.56.3
+	google.golang.org/protobuf v1.30.0
+)
+
+require (
+	github.com/golang/protobuf v1.5.3 // indirect
+	golang.org/x/net v0.17.0 // indirect
+	golang.org/x/sys v0.13.0 // indirect
+	golang.org/x/text v0.13.0 // indirect
+	google.golang.org/genproto v0.0.0-20230410155749-daa745c078e1 // indirect
+)
\ No newline at end of file
diff --git a/tools/load-generator/invoker/proto/go.sum b/tools/load-generator/invoker/proto/go.sum
new file mode 100644
index 00000000..ecaad2fd
--- /dev/null
+++ b/tools/load-generator/invoker/proto/go.sum
@@ -0,0 +1,21 @@
+github.com/golang/protobuf v1.5.0/go.mod h1:FsONVRAS9T7sI+LIUmWTfcYkHO4aIWwzhcaSAoJOfIk=
+github.com/golang/protobuf v1.5.3 h1:KhyjKVUg7Usr/dYsdSqoFveMYd5ko72D+zANwlG1mmg=
+github.com/golang/protobuf v1.5.3/go.mod h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiuN0vRsmY=
+github.com/google/go-cmp v0.5.5/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
+github.com/google/go-cmp v0.5.9 h1:O2Tfq5qg4qc4AmwVlvv0oLiVAGB7enBSJ2x2DqQFi38=
+github.com/google/go-cmp v0.5.9/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
+golang.org/x/net v0.17.0 h1:pVaXccu2ozPjCXewfr1S7xza/zcXTity9cCdXQYSjIM=
+golang.org/x/net v0.17.0/go.mod h1:NxSsAGuq816PNPmqtQdLE42eU2Fs7NoRIZrHJAlaCOE=
+golang.org/x/sys v0.13.0 h1:Af8nKPmuFypiUBjVoU9V20FiaFXOcuZI21p0ycVYYGE=
+golang.org/x/sys v0.13.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/text v0.13.0 h1:ablQoSUd0tRdKxZewP80B+BaqeKJuVhuRxj/dkrun3k=
+golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
+golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
+google.golang.org/genproto v0.0.0-20230410155749-daa745c078e1 h1:KpwkzHKEF7B9Zxg18WzOa7djJ+Ha5DzthMyZYQfEn2A=
+google.golang.org/genproto v0.0.0-20230410155749-daa745c078e1/go.mod h1:nKE/iIaLqn2bQwXBg8f1g2Ylh6r5MN5CmZvuzZCgsCU=
+google.golang.org/grpc v1.56.3 h1:8I4C0Yq1EjstUzUJzpcRVbuYA2mODtEmpWiQoN/b2nc=
+google.golang.org/grpc v1.56.3/go.mod h1:I9bI3vqKfayGqPUAwGdOSu7kt6oIJLixfffKrpXqQ9s=
+google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
+google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
+google.golang.org/protobuf v1.30.0 h1:kPPoIgf3TsEvrm0PFe15JQ+570QVxYzEvvHqChK+cng=
+google.golang.org/protobuf v1.30.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
\ No newline at end of file
diff --git a/tools/load-generator/invoker/proto/helloworld.proto b/tools/load-generator/invoker/proto/helloworld.proto
new file mode 100644
index 00000000..e3679ee3
--- /dev/null
+++ b/tools/load-generator/invoker/proto/helloworld.proto
@@ -0,0 +1,18 @@
+syntax = "proto3";
+
+option go_package = "github.com/vhive-serverless/vSwarm/tools/invoker/proto";
+
+package helloworld;
+
+service Greeter {
+  rpc SayHello (HelloRequest) returns (HelloReply) {}
+}
+
+message HelloRequest {
+  string name = 1;
+  bytes vHiveMetadata = 15;
+}
+
+message HelloReply {
+  string message = 1;
+}
\ No newline at end of file
diff --git a/tools/load-generator/load_generator/deployer.py b/tools/load-generator/load_generator/deployer.py
new file mode 100644
index 00000000..8e123ffe
--- /dev/null
+++ b/tools/load-generator/load_generator/deployer.py
@@ -0,0 +1,489 @@
+import os
+import stat
+import subprocess
+
+import string
+import secrets
+
+import json
+import yaml
+import time
+
+from log_config import *
+from typing import Tuple
+
+
+def check_shell_path() -> int:
+    """
+    Check whether shell path is BASH or not.
+
+    Returns:
+    `int`: 0: No Error. -1: Error
+    """
+    shell_path = os.environ.get("SHELL")
+    log.info(f"Shell path: {shell_path}")
+    if "bash" not in shell_path:
+        log.critical(f"{shell_path} is not BASH")
+        return -1
+    else:
+        return 0
+
+
+def delete_all_services() -> int:
+    """
+    Deletes all services
+
+    Returns:
+    `int`: 0: No Error. -1: Error
+    """
+
+    # Delete all the services
+    try:
+        delete_service_command = f"kn service delete --all"
+        result = subprocess.run(
+            delete_service_command,
+            shell=True,
+            check=True,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.PIPE,
+        )
+        log.debug(
+            f"kn service delete command completed with return code {result.returncode}"
+        )
+    except subprocess.CalledProcessError as e:
+        log.warning(
+            f"Services not deleted. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+        )
+        return -1
+    except Exception as e:
+        log.warning(f"Services not deleted. Error: {e}")
+        return -1
+
+    # Monitor the service list whether everything is deleted. Wait until all the services are deleted.
+    def are_services_deleted() -> bool:
+        try:
+            get_servicelist_command = f"kn service list --no-headers"
+            result = subprocess.run(
+                get_servicelist_command,
+                shell=True,
+                check=True,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            services = result.stdout.decode("utf-8").strip().split("\n")
+            services = [s for s in services if s != ""]
+            for s in services:
+                if "No services found." in s:
+                    return True
+            return False
+        except subprocess.CalledProcessError as e:
+            log.warning(
+                f"Service List can't be monitored. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+            )
+            return False
+        except Exception as e:
+            log.warning(f"Service List can't be monitored. Error: {e}")
+            return False
+
+    # Monitor the service list, until all are deleted.
+    # Monitoring happens every 2 second for 15 minutes. If it shows failure even after that then it returns failure
+    monitor_time = 15 * 60
+    sleep_time = 2
+    status = False
+    for _ in range(int(monitor_time / sleep_time)):
+        status = are_services_deleted()
+        if status:
+            break
+        else:
+            time.sleep(sleep_time)
+
+    if status:
+        log.info(f"All services deleted")
+        return 0
+    else:
+        log.warning(f"Services not deleted.")
+        return -1
+
+
+def deploy_services(
+    trace_functions: dict,
+    proxy_functions: dict,
+    config_file: str,
+    build_shell_scripts_location: str,
+) -> Tuple[dict, dict, int]:
+    """
+    Deploys the proxy services for every trace function
+
+    Parameters:
+    - `trace_functions` (dict): Dictionary of all the trace functions
+    - `proxy_functions` (dict): Dictionary of all the proxy functions
+    - `build_shell_scripts_location` (str): build folder location where shell scripts are stored
+    - `config_file` (str): Path to the file containing configuration details of deploying the proxy functions
+    
+    Returns:
+    - `trace_functions` (dict): Updated Dictionary of all the trace functions
+    - `proxy_functions` (dict): Updated Dictionary of all the proxy functions
+    - `int`: 0 if No Error. -1 if Error
+    """
+
+    def deploy_service(
+        trace_function: dict, proxy_function: dict, build_shell_scripts_location: str
+    ) -> Tuple[dict, int]:
+        """
+        Deploys the proxy service for the given trace function
+
+        Parameters:
+        - `trace_function` (dict): Dictionary containing details of the trace function
+        - `proxy_function` (dict): Dictionary containing details of the proxy function
+        - `build_shell_scripts_location` (str): build folder location where shell scripts are stored
+
+        Returns:
+        - `trace_function` (dict): Updated dictionary containing information regarding proxy service 
+        - `int`: 0: No Error. -1: Error 
+        """
+
+        # Check whether yaml file exists or not.
+        try:
+            with open(pf["yaml"], "r"):
+                pass
+        except FileNotFoundError:
+            log.error(f"{pf['yaml']} YAML file not found")
+            return trace_function, -1
+        except Exception as e:
+            log.error(f"{pf['yaml']} YAML file can't be opened. Error occured: {e}")
+            return trace_function, -1
+
+        # Get the function name from yaml file
+        yaml_function_name = None
+        try:
+            with open(pf["yaml"], "r") as f:
+                yaml_data = yaml.safe_load(f)
+                yaml_function_name = yaml_data["metadata"]["name"]
+        except KeyError as e:
+            log.warning(
+                f"Function name not found. KeyError:{e}. Switching to default name: function"
+            )
+            yaml_function_name = "function"
+        except Exception as e:
+            log.error(f"{pf['yaml']} YAML File can't be opened. An error occured: {e}")
+            return trace_function, -1
+
+        # Creating a service, yaml file whose service name is unique
+        characters = string.ascii_lowercase + string.digits
+        random_string = "".join(secrets.choice(characters) for _ in range(20))
+        yaml_function_name = yaml_function_name + "-" + random_string
+        yaml_data["metadata"]["name"] = yaml_function_name
+        trace_function["proxy-function-name"] = yaml_function_name
+
+        basename = os.path.basename(pf["yaml"]).replace(".yaml", "")
+        modified_yaml_filename = basename + "-" + random_string + ".yaml"
+        modified_yaml_filename = (
+            f"{build_shell_scripts_location}/{modified_yaml_filename}"
+        )
+        trace_function["proxy-function-yaml-location"] = modified_yaml_filename
+
+        # The modified yaml file is then stored in build directory
+        try:
+            with open(modified_yaml_filename, "w") as yf:
+                yaml.dump(yaml_data, yf, default_flow_style=False)
+        except Exception as e:
+            log.error(
+                f"Error occured while creating the YAML file. Function {trace_function['name']} not deployed"
+            )
+            return trace_function, -1
+
+        # Create a list of commands to be executed
+        commands = []
+        # Commands to be executed before deployment
+        for c in pf["predeployment-commands"]:
+            commands.append(c + "\n")
+        # Deployment command
+        deployment_command = f"kubectl apply -f {modified_yaml_filename}"
+        commands.append(deployment_command + "\n")
+        # Commands to be executed after deployment
+        for c in pf["postdeployment-commands"]:
+            commands.append(c + "\n")
+
+        # Get shell path
+        shell_path = os.environ.get("SHELL")
+
+        # Writing a shell script
+        # Creating the shell script file name
+        shell_filename = basename + "-" + random_string + ".sh"
+        shell_filename = f"{build_shell_scripts_location}/{shell_filename}"
+        # Writing commands into the shell script
+        with open(shell_filename, "w") as f:
+            f.write(f"#!{shell_path}\n")
+            for c in commands:
+                f.write(c)
+        # Setting executable permissions for the shell script
+        # Permissions: -rwxr-xr-x
+        os.chmod(
+            shell_filename,
+            stat.S_IRUSR
+            | stat.S_IWUSR
+            | stat.S_IXUSR
+            | stat.S_IRGRP
+            | stat.S_IXGRP
+            | stat.S_IROTH
+            | stat.S_IXOTH,
+        )
+        log.debug(f"{shell_filename} created")
+
+        # Execute the shell script and deploy the function
+        execute_shell = f"{shell_path} {shell_filename}"
+        log.info(f"Executing {shell_filename}")
+        try:
+            result = subprocess.run(
+                execute_shell,
+                shell=True,
+                check=True,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            log.debug(
+                f"{shell_filename} executed successfully with return code: {result.returncode}"
+            )
+            log.debug(
+                f"Proxy service for {trace_function['name']}: {trace_function['proxy-function-name']} service deployed"
+            )
+            return trace_function, 0
+        except subprocess.CalledProcessError as e:
+            log.error(
+                f"{shell_filename} execution failed. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+            )
+            return trace_function, -1
+        except Exception as e:
+            log.error(f"{shell_filename} execution failed. Error: {e}")
+            return trace_function, -1
+
+
+    def get_service_status(function_names: list) -> bool:
+
+        try:
+            service_status = {}
+            for function_name in function_names:
+                service_status[function_name] = False
+
+            get_service_command = f"kn service list --no-headers"
+            result = subprocess.run(
+                get_service_command,
+                shell=True,
+                check=True,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            services = result.stdout.decode("utf-8").strip().split("\n")
+
+            for s in services:
+                try:
+                    name = s.split()[0]
+                    status = s.split()[8]
+                except IndexError:
+                    continue
+                for function_name in function_names:
+                    if function_name in name:
+                        if status == "True":
+                            service_status[function_name] = True
+                        else:
+                            log.info(f"Service {function_name} is not ready")
+                            service_status[function_name] = False
+
+            for function_name in function_names:
+                if service_status[function_name] == False: return False
+            return True
+
+        except subprocess.CalledProcessError as e:
+            log.warning(
+                f"Service can't be monitored. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+            )
+            return False
+        except Exception as e:
+            log.warning(f"Service can't be monitored. Error: {e}")
+            return False
+
+
+    # Check whether folder where shell scripts are to be located exists or not
+    if not os.path.exists(build_shell_scripts_location):
+        log.info(f"{build_shell_scripts_location} directory does not exist.")
+        os.makedirs(build_shell_scripts_location)
+        log.info(f"{build_shell_scripts_location} directory created")
+    else:
+        files = os.listdir(build_shell_scripts_location)
+        for filename in files:
+            file_path = os.path.join(build_shell_scripts_location, filename)
+            try:
+                if os.path.isfile(file_path):
+                    os.remove(file_path)
+            except Exception as e:
+                log.warning(f"File {file_path} not deleted")
+        log.debug(f"Previous files in {build_shell_scripts_location} deleted")
+
+
+    # If config file is available, then obtain the YAML filename, corresponding
+    # predeployment and postdeployment commands from the config file.
+    # If the config file is not available, then deploy the YAML file as mentioned in
+    # the output.json file with default commands.
+
+    utilize_config_file = False
+
+    # Check whether the config file exists or not
+    # If exists, then obtain information from that
+    if os.path.exists(config_file):
+        log.info(f"Config file {config_file} exists. Accessing information")
+        try:
+            with open(config_file, "r") as jf:
+                data = json.load(jf)
+            for function_dict in data:
+                for function_name in proxy_functions:
+                    if (
+                        proxy_functions[function_name]["yaml"]
+                        == function_dict["yaml-location"]
+                    ):
+                        try:
+                            proxy_functions[function_name][
+                                "predeployment-commands"
+                            ] = function_dict["predeployment-commands"]
+                        except KeyError:
+                            proxy_functions[function_name][
+                                "predeployment-commands"
+                            ] = []
+                        try:
+                            proxy_functions[function_name][
+                                "postdeployment-commands"
+                            ] = function_dict["postdeployment-commands"]
+                        except KeyError:
+                            proxy_functions[function_name][
+                                "postdeployment-commands"
+                            ] = []
+                        break
+            utilize_config_file = True
+        except Exception as e:
+            log.warning(f"Config file {config_file} cannot be read. Error: {e}")
+
+    if not utilize_config_file:
+        log.info(
+            f"Config file {config_file} does not exist. Deploying using default commands"
+        )
+        for function_name in proxy_functions:
+            proxy_functions[function_name]["predeployment-commands"] = []
+            proxy_functions[function_name]["postdeployment-commands"] = []
+
+    for function_name in proxy_functions:
+        if "predeployment-commands" not in proxy_functions[function_name]:
+            proxy_functions[function_name]["predeployment-commands"] = []
+        if "postdeployment-commands" not in proxy_functions[function_name]:
+            proxy_functions[function_name]["postdeployment-commands"] = []
+
+    deployed_services_names = []
+
+    for trace_function_name in trace_functions:
+        tf = trace_functions[trace_function_name]
+        proxy_function_name = tf["proxy-function"]
+        try:
+            pf = proxy_functions[proxy_function_name]
+        except KeyError:
+            log.error(f"{trace_function_name} excluded since proxy function not found")
+            continue
+        trace_functions[trace_function_name], e = deploy_service(
+            trace_function=tf,
+            proxy_function=pf,
+            build_shell_scripts_location=build_shell_scripts_location,
+        )
+        if e == 0: deployed_services_names.append(tf["proxy-function-name"])
+
+        if(len(deployed_services_names) % 50 == 49):
+            log.info("Waiting for 15 seconds, monitoring the service status")
+
+            # Monitor the service, until it is ready
+            # Monitoring happens every 15 seconds. If it shows failure even after that then it returns failure
+            monitor_time = max(30 * len(deployed_services_names), 900)
+            sleep_time = 15
+            status = False
+            for _ in range(int(monitor_time / sleep_time)):
+                status = get_service_status(deployed_services_names)
+                if status:
+                    break
+                else:
+                    time.sleep(sleep_time)
+
+    # Monitor the service, until it is ready
+    # Monitoring happens every 15 seconds. If it shows failure even after that then it returns failure
+    monitor_time = max(15 * len(deployed_services_names), 900)
+    sleep_time = 15
+    status = False
+    for _ in range(int(monitor_time / sleep_time)):
+        status = get_service_status(deployed_services_names)
+        if status:
+            break
+        else:
+            time.sleep(sleep_time)
+
+    if status:
+        log.info(
+            f"All Proxy services are deployed successfully"
+        )
+    else:
+        log.error(
+            f"Some Proxy services are NOT deployed successfully"
+        )
+
+    return trace_functions, proxy_functions, 0
+
+
+def collect_endpoints(trace_functions: dict) -> Tuple[dict, int]:
+    """
+    Gets the endpoint of the deployed proxies of the trace functions 
+
+    Parameters:
+    - `trace_functions` (dict): Dictionary of all the trace functions
+
+    Returns:
+    - `trace_functions` (dict): Updated trace_functions dictionary containing information about endpoints of proxy services 
+    - `int`: 0: No Error. -1: Error
+    """
+    # Get list of all services
+    get_service_command = f"kn service list --no-headers"
+    try:
+        result = subprocess.run(
+            get_service_command,
+            shell=True,
+            check=True,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.PIPE,
+        )
+        result = result.stdout.decode("utf-8").strip().split("\n")
+    except subprocess.CalledProcessError as e:
+        log.warning(
+            f"Endpoints can't be collected. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+        )
+        return trace_functions, -1
+    except Exception as e:
+        log.warning(f"Endpoints can't be collected. Error: {e}")
+        return trace_functions, -1
+
+    # Going through all the services and its corresponding listed URLs to find the urls
+    for r in result:
+        try:
+            service_name = r.split()[0]
+            endpoint = r.split()[1].replace("http://", "")
+            for function_name in trace_functions:
+                if (
+                    service_name
+                    == trace_functions[function_name]["proxy-function-name"]
+                ):
+                    trace_functions[function_name]["proxy-function-endpoint"] = endpoint
+                    break
+        except IndexError:
+            continue
+        except Exception as e:
+            log.warning(f"Error trying to find the correct endpoint : {e}")
+            continue
+
+    for function_name in trace_functions:
+        if "proxy-function-endpoint" not in trace_functions[function_name]:
+            log.error(
+                f"Endpoint not found for the proxy of trace function: {function_name}"
+            )
+
+    return trace_functions, 0
\ No newline at end of file
diff --git a/tools/load-generator/load_generator/find_proxy_function.py b/tools/load-generator/load_generator/find_proxy_function.py
new file mode 100644
index 00000000..037c83f2
--- /dev/null
+++ b/tools/load-generator/load_generator/find_proxy_function.py
@@ -0,0 +1,258 @@
+import numpy as np
+import scipy.optimize as sp
+import math
+
+from collections import OrderedDict
+
+from log_config import *
+from typing import Tuple
+
+
+def get_error(trace_function, proxy_function) -> float:
+    """
+    Returns a float value on how close the trace function is to the proxy function. Lower the value, better the correlation.
+    Euclidean distance between normalized memory and duration is considered.
+
+    Parameters:
+    - `trace_function` (dict): Dictionary containing information regarding trace function
+    - `proxy_function` (dict): Dictionary containing information regarding proxy function
+
+    Returns:
+    - `float`: closeness value
+    """
+
+    try:
+        trace_memory = trace_function["memory"]["75-percentile"]
+        proxy_memory = proxy_function["memory"]["75-percentile"]
+        trace_duration = trace_function["duration"]["75-percentile"]
+        proxy_duration = proxy_function["duration"]["75-percentile"]
+    except KeyError as e:
+        log.warning(f"Correlation cannot be found. Error: {e}")
+        return math.inf
+
+    # NOTE: Better Error mechanisms can be considered to improve the correlation
+    # Currently only the 75%tile memory and duration are considered.
+    # Euclidean distance between normalized memory and duration is considered
+    try:
+        if trace_memory == 0: trace_memory += 0.01
+        if trace_duration == 0: trace_duration += 0.01
+        # diff_memory = (trace_memory - proxy_memory) / trace_memory
+        # diff_duration = (trace_duration - proxy_duration) / trace_duration
+        diff_memory = (math.log(trace_memory) - math.log(proxy_memory)) 
+        diff_duration = (math.log(trace_duration) - math.log(proxy_duration)) 
+        error = math.sqrt((diff_memory) ** 2 + (diff_duration) ** 2)
+        return error
+    except ValueError as e:
+        log.warning(f"Correlation cannot be found. Error: {e}")
+        return math.inf
+
+
+def get_proxy_function_using_linear_sum_assignment(
+    trace_functions: dict, proxy_functions: dict
+) -> Tuple[dict, int]:
+    """
+    Obtains the one-to-one mapped proxy function for every trace function
+    
+    Parameters:
+    - `trace_functions` (dict): Dictionary containing information regarding trace functions
+    - `proxy_functions` (dict): Dictionary containing information regarding proxy functions
+    
+    Returns:
+    - `dict`: Dictionary containing information regarding trace functions with the associated proxy functions
+    - `int`: 0 if no error. -1 if error
+    """
+
+    try:
+
+        trace_functions = OrderedDict(trace_functions)
+        proxy_functions = OrderedDict(proxy_functions)
+
+        trace_list = []
+        for tf in trace_functions:
+            trace_list.append(trace_functions[tf])
+            trace_functions[tf]["index"] = len(trace_list) - 1
+
+        proxy_list = []
+        for pf in proxy_functions:
+            proxy_list.append(proxy_functions[pf])
+            proxy_functions[pf]["index"] = len(proxy_list) - 1
+
+        # Creating error matrix
+        m, n = len(trace_functions.keys()), len(proxy_functions.keys())
+        error_matrix = np.empty((m, n))
+
+        # This utilized Jonker-Volgenant algorithm for Linear Sum assignment - scipy package
+        # to calculate the best possible assignment for the trace functions
+        # Time complexity : O(n^3) where n is the largest of number of rows/columns
+        for i in range(m):
+            for j in range(n):
+                error_matrix[i, j] = get_error(trace_list[i], proxy_list[j])
+
+        # Do the linear sum assignment problem
+        row_indices, col_indices = sp.linear_sum_assignment(error_matrix)
+        assignments = list(zip(row_indices, col_indices))
+
+        # Go through the assignment solution
+        for assignment in assignments:
+            row_index = assignment[0]
+            col_index = assignment[1]
+            trace = ""
+            proxy = ""
+            for tf in trace_functions:
+                if row_index == trace_functions[tf]["index"]:
+                    trace = tf
+                    break
+            for pf in proxy_functions:
+                if col_index == proxy_functions[pf]["index"]:
+                    proxy = pf
+                    break
+            trace_functions[trace]["proxy-function"] = proxy
+            trace_functions[trace]["proxy-correlation"] = get_error(
+                trace_functions[trace], proxy_functions[proxy]
+            )
+            log.debug(
+                f"Found proxy function for {trace}: {trace_functions[trace]['proxy-function']} with correlation: {trace_functions[trace]['proxy-correlation']}"
+            )
+
+        # Go through the trace functions to ensure proxy function exists. If not, then report
+        for tf in trace_functions:
+            if "proxy-function" not in trace_functions[tf]:
+                log.warning(f"Mapping for function {tf} not found")
+            elif trace_functions[tf]["proxy-function"] == "":
+                log.warning(f"Mapping for function {tf} not found")
+
+        # Deleting unnecessary stuffs
+        for tf in trace_functions:
+            del trace_functions[tf]["index"]
+        for pf in proxy_functions:
+            del proxy_functions[pf]["index"]
+
+        return trace_functions, 0
+
+    except Exception as e:
+        log.error(f"Mapping through linear sum assignment failed. Error: {e}")
+        return trace_functions, -1
+
+
+def get_closest_proxy_function(
+    trace_functions: dict, proxy_functions: dict
+) -> Tuple[dict, int]:
+    """
+    Obtains the closest proxy function for every trace function
+    
+    Parameters:
+    - `trace_functions` (dict): Dictionary containing information regarding trace functions
+    - `proxy_functions` (dict): Dictionary containing information regarding proxy functions
+    
+    Returns:
+    - `dict`: Dictionary containing information regarding trace functions with the associated proxy functions
+    - `int`: 0 if no error. -1 if error
+    """
+
+    try:
+        proxy_list = []
+        for function_name in proxy_functions:
+            proxy_list.append(proxy_functions[function_name])
+            proxy_functions[function_name]["index"] = len(proxy_list) - 1
+
+        for function_name in trace_functions:
+            min_error = math.inf
+            min_error_index = -1
+            for i in range(0, len(proxy_list)):
+                error = get_error(trace_functions[function_name], proxy_list[i])
+                if error < min_error:
+                    min_error = error
+                    min_error_index = i
+
+            if min_error == math.inf:
+                log.warning(f"Proxy function for function {function_name} not found")
+                continue
+
+            trace_functions[function_name]["proxy-function"] = proxy_list[
+                min_error_index
+            ]["name"]
+            trace_functions[function_name]["proxy-correlation"] = get_error(
+                trace_functions[function_name], proxy_list[min_error_index]
+            )
+            log.debug(
+                f"Found proxy function for {function_name}: {trace_functions[function_name]['proxy-function']} with correlation: {trace_functions[function_name]['proxy-correlation']}"
+            )
+
+        for function_name in proxy_functions:
+            del proxy_functions[function_name]["index"]
+
+        return trace_functions, 0
+
+    except Exception as e:
+        log.error(f"Finding closest proxy function failed. Error: {e}")
+        return trace_functions, -1
+
+
+# TODO: log and plot the errors/correlation
+
+
+def get_proxy_function(
+    trace_functions: dict, proxy_functions: dict, unique_assignment: bool
+) -> Tuple[dict, int]:
+    """
+    Obtains the closest proxy function for every trace function
+    
+    Parameters:
+    - `trace_functions` (dict): Dictionary containing information regarding trace functions
+    - `proxy_functions` (dict): Dictionary containing information regarding proxy functions
+    - `unique_assignment` (bool): If `True`, then trace-proxy function mapping is one-to-one, provided #(proxy functions) > #(trace functions)
+    
+    Returns:
+    - `dict`: Dictionary containing information regarding trace functions with the associated proxy functions
+    - `int`: 0 if no error. -1 if error
+    """
+
+    trace_functions = OrderedDict(trace_functions)
+    proxy_functions = OrderedDict(proxy_functions)
+
+    log.info(
+        f"Lower the correlation value, the proxy function is a better proxy of the trace function"
+    )
+
+    if (unique_assignment) and (len(trace_functions) <= len(proxy_functions)):
+        log.info(
+            f"Getting One-To-One mapping between trace function and proxy function using Linear-Sum-Assignment"
+        )
+        trace_functions, err = get_proxy_function_using_linear_sum_assignment(
+            trace_functions=trace_functions, proxy_functions=proxy_functions
+        )
+        if err == -1:
+            log.error(
+                f"One-To-One mapping between trace function and proxy function not obtained"
+            )
+            log.info(
+                f"Getting closest proxy function for every trace function. Note: Mapping may not be unique"
+            )
+            trace_functions, err = get_closest_proxy_function(
+                trace_functions=trace_functions, proxy_functions=proxy_functions
+            )
+
+    elif (unique_assignment) and (len(trace_functions) > len(proxy_functions)):
+        log.warning(
+            f"One-To-One mapping between trace function and proxy function not possible since number of trace functions is greater than available proxy functions"
+        )
+        log.info(
+            f"Getting closest proxy function for every trace function. Note: Mapping may not be unique"
+        )
+        trace_functions, err = get_closest_proxy_function(
+            trace_functions=trace_functions, proxy_functions=proxy_functions
+        )
+
+    else:
+        log.info(
+            f"Getting closest proxy function for every trace function. Note: Mapping may not be unique"
+        )
+        trace_functions, err = get_closest_proxy_function(
+            trace_functions=trace_functions, proxy_functions=proxy_functions
+        )
+
+    if err == -1:
+        log.critical(f"Mapping between trace function and proxy function not obtained")
+        return trace_functions, -1
+
+    return trace_functions, 0
\ No newline at end of file
diff --git a/tools/load-generator/load_generator/load_generator.py b/tools/load-generator/load_generator/load_generator.py
new file mode 100644
index 00000000..57f39852
--- /dev/null
+++ b/tools/load-generator/load_generator/load_generator.py
@@ -0,0 +1,183 @@
+import numpy as np
+import random
+
+from log_config import *
+from typing import Tuple
+
+ONE_SECOND_TO_MICROSECONDS = 1000000
+ONE_MINUTE_TO_SECONDS = 60
+
+
+def generate_random_fp(distribution: str) -> float:
+    """
+    Generate random floating point based on distribution.
+
+    Parameters:
+    - `distribution`: Probability distribution based on which random number is generated: `exponential` or `uniform`
+
+    Returns:
+    - `float`: Random number
+    """
+    if distribution == "exponential":
+        lamda_parameter = 0.5
+        random_numbers = abs(
+            np.random.exponential(scale=1 / lamda_parameter, size=1000)
+        )
+        normalized_numbers = (random_numbers - np.min(random_numbers)) / (
+            np.max(random_numbers) - np.min(random_numbers)
+        )
+        return normalized_numbers[0]
+
+    elif distribution == "uniform":
+        return random.uniform(0.0, 1.0)
+
+
+def generate_iat_per_granularity(
+    number_of_invocations: int, iat_distribution: str, minute_granularity: bool
+) -> list:
+    """
+    Given number of invocations in a unit time, and the distribution of inter-arrival times, this returns a list
+    of timestamps as microseconds at which the invocation should take place.
+
+    Parameters:
+    - `number_of_invocations` (int): Number of invocations within unit time
+    - `iat_distribution` (str): Can be `exponential` or `uniform` or `equidistant`
+    - `minute_granularity` (bool): `True` if it is minute granularity. `False` if it is second granularity
+
+    Returns:
+    - `list`: List of invocation timestamps in microseconds at which the invocation should take place
+    """
+    if number_of_invocations == 0:
+        return []
+
+    # If number_of_invocations is not integer
+    if not isinstance(number_of_invocations, int):
+        log.warning(f"Given number of invocations is not integer. Illegal value")
+        return []
+
+    # Depending on the distribution get unity normalized invocation timestamps
+    iat_result = []
+    for i in range(number_of_invocations):
+        if iat_distribution == "exponential":
+            iat = generate_random_fp("exponential")
+        elif iat_distribution == "uniform":
+            iat = generate_random_fp("uniform")
+        elif iat_distribution == "equidistant":
+            iat = i / number_of_invocations
+        else:
+            log.warning(
+                f"Invalid IAT Distribution: {iat_distribution}. Switching to uniform distribution"
+            )
+            iat = generate_random_fp("uniform")
+        iat_result.append(iat)
+
+    iat_result.sort()
+    # Normalize to one second
+    iat_result = [iat * ONE_SECOND_TO_MICROSECONDS for iat in iat_result]
+    # Normalize to one minute
+    if minute_granularity:
+        iat_result = [iat * ONE_MINUTE_TO_SECONDS for iat in iat_result]
+    iat_result = [int(iat) for iat in iat_result]
+
+    return iat_result
+
+
+def get_invocation_timestamp(
+    trace_functions: dict, iat_distribution: str, minute_granularity: bool
+) -> dict:
+    """
+    The function reads the `num-of-invocations` element of each function which is a list containing the
+    number of invocations of the function every minute/second. It then finds the invocation timestamp as microsecond
+    at which the invocation should take place based on the distribution of inter-arrival times.
+
+    Parameters:
+    - `trace_functions` (dict): Dictionary containing information about trace functions
+    - `iat_distribution` (str): Can be `exponential` or `uniform` or `equidistant`
+    - `minute_granularity` (bool): `True` if it is minute granularity. `False` if it is second granularity
+
+    Returns:
+    - `trace_functions` (dict): Updated dictionary containing invocation timestamps.
+    """
+
+    for function_name in trace_functions:
+
+        if "num-of-invocations" not in trace_functions[function_name]:
+            log.warning(
+                f"Number of invocation details missing for function: {function_name}"
+            )
+            continue
+
+        # For every second/minute, find the invocation timestamp and append it
+        invocation_timestamps = []
+        for number_of_invocations in trace_functions[function_name][
+            "num-of-invocations"
+        ]:
+            invocation_timestamps.append(
+                generate_iat_per_granularity(
+                    number_of_invocations, iat_distribution, minute_granularity
+                )
+            )
+
+        trace_functions[function_name]["invocation-timestamps"] = invocation_timestamps
+
+    return trace_functions
+
+
+def generate_load_timestamp(trace_functions: dict, duration: int) -> list:
+    """
+    This generates the load: timestamp and the endpoint at when the function has to be invoked.
+
+    Parameters:
+    - `trace_functions` (dict): Dictionary containing information about trace functions
+    - `duration` (int): Number of minutes/seconds for which the load is to be generated
+
+    Returns:
+    - `list`: The function returns a list of dictionaries, with each element in list corresponding to
+    invocation details in that unit time (minute/second) as a dictionary with keys `timestamp` and
+    `endpoint`. 
+    """
+
+    load = []
+
+    for minute in range(duration):
+        # For each minute of the duration
+
+        # Make a entry list of all the invocation timestamps of all the functions and store it
+        # as a dictionary, with the timestamp as the key
+        invocations_dict = {}
+        for function_name in trace_functions:
+            # If timestamp details are not found
+            if "invocation-timestamps" not in trace_functions[function_name]:
+                log.warning(
+                    f"Invocation Timestamp details not found for function {function_name} for the {minute}th unit time"
+                )
+                continue
+            # If duration of the experiment is longer than the available timestamps
+            if (
+                minute
+                > len(trace_functions[function_name]["invocation-timestamps"]) - 1
+            ):
+                log.warning(
+                    f"Mentioned duration is longer than the invocation-timestamp details found for the function {function_name}"
+                )
+                continue
+            for iat in trace_functions[function_name]["invocation-timestamps"][minute]:
+                # If proxy-function-endpoint is not available
+                if "proxy-function-endpoint" not in trace_functions[function_name]:
+                    # log.warning(
+                    #     f"Proxy endpoint for the function {function_name} not found"
+                    # )
+                    continue
+                invocations_dict[iat] = trace_functions[function_name][
+                    "proxy-function-endpoint"
+                ]
+
+        timestamps = list(invocations_dict.keys())
+        timestamps.sort()
+        endpoints = []
+        for t in timestamps:
+            endpoints.append(invocations_dict[t])
+
+        load.append({"timestamp": timestamps, "endpoint": endpoints})
+
+    return load
\ No newline at end of file
diff --git a/tools/load-generator/load_generator/plot_stats.py b/tools/load-generator/load_generator/plot_stats.py
new file mode 100644
index 00000000..0701c40a
--- /dev/null
+++ b/tools/load-generator/load_generator/plot_stats.py
@@ -0,0 +1,256 @@
+import math
+import matplotlib.pyplot as plt
+import numpy as np
+
+from log_config import *
+
+
+def plot_hist_log_scale(
+    data: list,
+    data_name: str,
+    plot_name: str,
+    xlabel: str,
+    ylabel: str,
+    png_filename: str,
+) -> None:
+    """
+    Plots the data in log-histogram format
+
+    Parameters:
+    - `data` (list): list of data points
+    - `data_name` (str): Name of data
+    - `plot_name` (str): Name of plot
+    - `xlabel` (str): X-label data
+    - `ylabel` (str): Y-label data
+    - `png_filename` (str): File path where the output PNG is to be stored
+    """
+
+    # If data is empty, then return without plotting
+    if len(data) == 0:
+        log.critical(f"{data_name} data empty. {plot_name} not plotted.")
+        return
+
+    try:
+
+        # To avoid math errors
+        data = [d + 0.01 if d == 0 else d for d in data]
+
+        # Plotting bins on log scale: 0.1-0.2, 0.2-0.3...0.9-1, 1-2, 2-3, 3-4.... 8-9, 9-10, 10-20, 20-30, ....90-100, 100-200, 200-300,...
+        max_data = max(data)
+        min_data = min(data)
+        max_data_log = math.ceil(math.log10(max_data))
+        min_data_log = math.floor(math.log10(min_data))
+
+        bins = [
+            i * math.pow(10, j)
+            for j in range(min_data_log, max_data_log)
+            for i in range(1, 10)
+        ]
+        bins.append(math.pow(10, max_data_log))
+        bins.sort()
+
+        counts, bins = np.histogram(data, bins)
+
+        # X-Label
+        xlabel_bins = []
+        for i in range(1, len(bins)):
+            u = bins[i - 1]
+            v = bins[i]
+            if u >= 1:
+                u = int(u)
+            else:
+                u = round(u, abs(math.floor(math.log10(u))))
+            if v >= 1:
+                v = int(v)
+            else:
+                v = round(v, abs(math.floor(math.log10(v))))
+            xlabel_bins.append(f"{u}:{v}")
+
+        # Clear the plot
+        plt.clf()
+
+        # Increase the figure size and resolution
+        dpi = plt.rcParams["figure.dpi"] * 3
+        figsize = [i * 3 for i in plt.rcParams["figure.figsize"]]
+        plt.figure(figsize=figsize, dpi=dpi)
+
+        # Plot the histogram bars
+        plt.bar(x=range(1, len(bins)), height=counts, edgecolor="black")
+        plt.xticks(
+            ticks=range(1, len(bins)), labels=xlabel_bins, rotation=90, fontsize=16
+        )
+        plt.yticks(fontsize=16)
+        plt.xlabel(f"{xlabel}", fontsize=17)
+        plt.ylabel(f"{ylabel}", fontsize=17)
+        plt.title(f"{plot_name}", fontsize=18)
+
+        # Change figure size to fit the PNG image and save it
+        plt.tight_layout()
+        plt.savefig(f"{png_filename}")
+        plt.clf()
+
+        log.info(f"{plot_name} plotted at {png_filename}")
+
+    except Exception as e:
+        log.critical(f"Error while plotting {plot_name}. Error: {e}")
+
+
+def plot_hist_log_scale_compare_data(
+    data: list,
+    data_name: str,
+    compare_data: list,
+    scatterplot_label: list,
+    plot_name: str,
+    xlabel: str,
+    ylabel: str,
+    png_filename: str,
+) -> None:
+    """
+    Plots the data in log-histogram format. It also highlights the bars by depicting a marker on the bars (as scatter plot) where compare_data exists
+
+    Parameters:
+    - `data` (list): list of data points
+    - `data_name` (str): Name of data
+    - `compare_data` (list): list of compare-data points
+    - `scatterplot_label` (str): compare-data label
+    - `plot_name` (str): Name of plot
+    - `xlabel` (str): X-label data
+    - `ylabel` (str): Y-label data
+    - `png_filename` (str): File path where the output PNG is to be stored
+    """
+
+    # If data is empty, then return without plotting
+    if len(data) == 0:
+        log.critical(f"{data_name} data empty. {plot_name} not plotted.")
+        return
+
+    try:
+
+        # To avoid math errors
+        data = [d + 0.01 if d == 0 else d for d in data]
+
+        # Plotting bins on log scale: 0.1-0.2, 0.2-0.3...0.9-1, 1-2, 2-3, 3-4.... 8-9, 9-10, 10-20, 20-30, ....90-100, 100-200, 200-300,...
+        max_data = max(data)
+        min_data = min(data)
+        max_data_log = math.ceil(math.log10(max_data))
+        min_data_log = math.floor(math.log10(min_data))
+
+        bins = [
+            i * math.pow(10, j)
+            for j in range(min_data_log, max_data_log)
+            for i in range(1, 10)
+        ]
+        bins.append(math.pow(10, max_data_log))
+        bins.sort()
+
+        counts, bins = np.histogram(data, bins)
+
+        # Maximum height along Y-axis
+        max_height = max(counts)
+
+        xlabel_bins = []
+        for i in range(1, len(bins)):
+            u = bins[i - 1]
+            v = bins[i]
+            if u >= 1:
+                u = int(u)
+            else:
+                u = round(u, abs(math.floor(math.log10(u))))
+            if v >= 1:
+                v = int(v)
+            else:
+                v = round(v, abs(math.floor(math.log10(v))))
+            xlabel_bins.append(f"{u}:{v}")
+
+        # Find the bins where compare_data datapoints exist. Mark those indices.
+        count_compare, bins = np.histogram(compare_data, bins)
+        marker_indices = []
+        for i in range(0, len(count_compare)):
+            if count_compare[i] > 0:
+                marker_indices.append(i + 1)
+
+        # Clear the plot
+        plt.clf()
+
+        # Change the figure size and resolution
+        dpi = plt.rcParams["figure.dpi"] * 3
+        figsize = [i * 3 for i in plt.rcParams["figure.figsize"]]
+        plt.figure(figsize=figsize, dpi=dpi)
+
+        # Plot the bars
+        plt.bar(x=range(1, len(bins)), height=counts, edgecolor="black")
+        plt.xticks(
+            ticks=range(1, len(bins)), labels=xlabel_bins, rotation=90, fontsize=16
+        )
+        plt.yticks(fontsize=16)
+
+        # Mark those bins where compare_data datapoints exist.
+        plt.scatter(
+            x=marker_indices,
+            y=[counts[i - 1] + (max_height * 0.025) for i in marker_indices],
+            label=f"{scatterplot_label}",
+            color="green",
+            marker="v",
+            s=200,
+        )
+
+        # Write labels, legend, fit the figure, and save it
+        plt.xlabel(f"{xlabel}", fontsize=17)
+        plt.ylabel(f"{ylabel}", fontsize=17)
+        plt.title(f"{plot_name}", fontsize=18)
+        plt.legend(fontsize=17)
+        plt.tight_layout()
+        plt.savefig(f"{png_filename}")
+        plt.clf()
+
+        log.info(f"{plot_name} plotted at {png_filename}")
+
+    except Exception as e:
+        log.critical(f"Error while plotting {plot_name}. Error: {e}")
+
+
+def plot_scatter_logx_logy(
+    data1: list,
+    data1_label: str,
+    data2: list,
+    data2_label: str,
+    plot_name: str,
+    xlabel: str,
+    ylabel: str,
+    png_filename: str,
+) -> None:
+
+    try:
+        x1, y1 = zip(*data1)
+        x2, y2 = zip(*data2)
+
+        # Clear the plot
+        plt.clf()
+
+        # Change the figure size and resolution
+        dpi = plt.rcParams["figure.dpi"] * 3
+        figsize = [i * 3 for i in plt.rcParams["figure.figsize"]]
+        plt.figure(figsize=figsize, dpi=dpi)
+
+        plt.scatter(x=x1, y=y1, color="blue", marker="o", label=data1_label, s=100)
+        plt.scatter(x=x2, y=y2, color="red", marker="o", label=data2_label, s=100)
+
+        # Set the plot to log scale on both axes
+        plt.xscale("log")
+        plt.yscale("log")
+
+        # Write labels, legend, fit the figure, and save it
+        plt.xlabel(f"{xlabel}", fontsize=18)
+        plt.ylabel(f"{ylabel}", fontsize=18)
+        plt.yticks(fontsize=18)
+        plt.xticks(fontsize=18)
+        plt.title(f"{plot_name}", fontsize=18)
+        plt.legend(fontsize=18)
+        plt.tight_layout()
+        plt.savefig(f"{png_filename}")
+        plt.clf()
+
+        log.info(f"{plot_name} plotted at {png_filename}")
+
+    except Exception as e:
+        log.critical(f"Error while plotting {plot_name}. Error: {e}")
\ No newline at end of file
diff --git a/tools/load-generator/load_generator/trace_parser.py b/tools/load-generator/load_generator/trace_parser.py
new file mode 100644
index 00000000..6e65ed2c
--- /dev/null
+++ b/tools/load-generator/load_generator/trace_parser.py
@@ -0,0 +1,360 @@
+import csv
+import os
+
+from collections import OrderedDict
+from log_config import *
+from typing import Tuple
+
+
+def read_durations_csv(directory_name: str) -> Tuple[dict, int]:
+    """
+    Read the durations.csv file and return the data.
+
+    Parameters:
+    - `directory_name` (str): Directory at which durations.csv file exists
+
+    Returns:
+    - `dict`: Dictionary of functions with details on their durations
+    - `int`: 0 if no error. -1 if error
+    """
+
+    file_path = directory_name + "/durations.csv"
+
+    # If file does not exist, then throw error and return
+    if os.path.exists(file_path):
+        log.info(f"{file_path} exists. Accessing information")
+    else:
+        log.error(f"durations.csv file not found at {file_path}")
+        return {}, -1
+
+    functions = OrderedDict()
+
+    try:
+        # Parse through the file
+        with open(file_path, "r") as csv_file:
+
+            # Create a CSV reader object
+            csv_reader = csv.reader(csv_file)
+
+            # Read the first row to obtain the header information
+            first_row = next(csv_reader)
+            if len(first_row) != 14:
+                log.error(f"Illegal header: {file_path}")
+                return {}, -1
+            try:
+                hashowner_index = first_row.index("HashOwner")
+                hashapp_index = first_row.index("HashApp")
+                hashfunction_index = first_row.index("HashFunction")
+                average_index = first_row.index("Average")
+                count_index = first_row.index("Count")
+                minimum_index = first_row.index("Minimum")
+                maximum_index = first_row.index("Maximum")
+                percentile0_index = first_row.index("percentile_Average_0")
+                percentile1_index = first_row.index("percentile_Average_1")
+                percentile25_index = first_row.index("percentile_Average_25")
+                percentile50_index = first_row.index("percentile_Average_50")
+                percentile75_index = first_row.index("percentile_Average_75")
+                percentile99_index = first_row.index("percentile_Average_99")
+                percentile100_index = first_row.index("percentile_Average_100")
+            except KeyError as e:
+                log.error(f"Expected header information not available. Error: {e}")
+                return {}, -1
+
+            for index, row in enumerate(csv_reader):
+                # Check if legal row:
+                if len(row) != 14:
+                    log.warning(
+                        f"Illegal entry: {file_path}. Line Number: {index}. Information regarding the function not obtained"
+                    )
+                    continue
+
+                function_name = (
+                    row[hashowner_index] + row[hashapp_index] + row[hashfunction_index]
+                )  # HashOwner + HashApp + HashFunction
+                functions[function_name] = {}
+                functions[function_name]["name"] = function_name
+                functions[function_name]["duration"] = {}
+
+                # Read through all the necessary fields and obtain information
+                try:
+                    functions[function_name]["duration"]["average"] = float(
+                        row[average_index]
+                    )
+                    functions[function_name]["duration"]["count"] = float(
+                        row[count_index]
+                    )
+                    functions[function_name]["duration"]["minimum"] = float(
+                        row[minimum_index]
+                    )
+                    functions[function_name]["duration"]["maximum"] = float(
+                        row[maximum_index]
+                    )
+                    functions[function_name]["duration"]["0-percentile"] = float(
+                        row[percentile0_index]
+                    )
+                    functions[function_name]["duration"]["1-percentile"] = float(
+                        row[percentile1_index]
+                    )
+                    functions[function_name]["duration"]["25-percentile"] = float(
+                        row[percentile25_index]
+                    )
+                    functions[function_name]["duration"]["50-percentile"] = float(
+                        row[percentile50_index]
+                    )
+                    functions[function_name]["duration"]["75-percentile"] = float(
+                        row[percentile75_index]
+                    )
+                    functions[function_name]["duration"]["99-percentile"] = float(
+                        row[percentile99_index]
+                    )
+                    functions[function_name]["duration"]["100-percentile"] = float(
+                        row[percentile100_index]
+                    )
+                except ValueError as e:
+                    log.warning(
+                        f"Illegal entry: {file_path}. Line Number: {index}. Information regarding the function not obtained. Error: {e}"
+                    )
+                    del functions[function_name]
+                    continue
+
+    except Exception as e:
+        log.error(f"Reading {file_path} failed. Durations of functions not obtained")
+        return {}, -1
+
+    log.info("Durations of functions obtained")
+    return functions, 0
+
+
+def read_memory_csv(directory_name: str) -> Tuple[dict, int]:
+    """
+    Read the memory.csv file and return the data.
+
+    Parameters:
+    - `directory_name` (str): Directory at which memory.csv file exists
+
+    Returns:
+    - `dict`: Dictionary of functions with details on their memory
+    - `int`: 0 if no error. -1 if error
+    """
+
+    file_path = directory_name + "/memory.csv"
+
+    # If file does not exist, then throw error and return
+    if os.path.exists(file_path):
+        log.info(f"{file_path} exists. Accessing information")
+    else:
+        log.error(f"memory.csv file not found at {file_path}")
+        return {}, -1
+
+    functions = OrderedDict()
+
+    try:
+        # Parse through the file
+        with open(file_path, "r") as csv_file:
+
+            # Create a CSV reader object
+            csv_reader = csv.reader(csv_file)
+
+            # Read the first row to obtain the header information
+            first_row = next(csv_reader)
+            if len(first_row) != 13:
+                log.error(f"Illegal header: {file_path}")
+                return {}, -1
+            try:
+                hashowner_index = first_row.index("HashOwner")
+                hashapp_index = first_row.index("HashApp")
+                hashfunction_index = first_row.index("HashFunction")
+                count_index = first_row.index("SampleCount")
+                average_index = first_row.index("AverageAllocatedMb")
+                percentile1_index = first_row.index("AverageAllocatedMb_pct1")
+                percentile5_index = first_row.index("AverageAllocatedMb_pct5")
+                percentile25_index = first_row.index("AverageAllocatedMb_pct25")
+                percentile50_index = first_row.index("AverageAllocatedMb_pct50")
+                percentile75_index = first_row.index("AverageAllocatedMb_pct75")
+                percentile95_index = first_row.index("AverageAllocatedMb_pct95")
+                percentile99_index = first_row.index("AverageAllocatedMb_pct99")
+                percentile100_index = first_row.index("AverageAllocatedMb_pct100")
+            except KeyError as e:
+                log.error(f"Expected header information not available. Error: {e}")
+                return {}, -1
+
+            for index, row in enumerate(csv_reader):
+                # Check if legal row:
+                if len(row) != 13:
+                    log.warning(
+                        f"Illegal entry: {file_path}. Line Number: {index}. Information regarding the function not obtained"
+                    )
+                    continue
+
+                function_name = (
+                    row[hashowner_index] + row[hashapp_index] + row[hashfunction_index]
+                )  # HashOwner + HashApp + HashFunction
+                functions[function_name] = {}
+                functions[function_name]["name"] = function_name
+                functions[function_name]["memory"] = {}
+
+                # Read through all the necessary fields and obtain information
+                try:
+                    functions[function_name]["memory"]["count"] = float(
+                        row[count_index]
+                    )
+                    functions[function_name]["memory"]["averag"] = float(
+                        row[average_index]
+                    )
+                    functions[function_name]["memory"]["1-percentile"] = float(
+                        row[percentile1_index]
+                    )
+                    functions[function_name]["memory"]["5-percentile"] = float(
+                        row[percentile5_index]
+                    )
+                    functions[function_name]["memory"]["25-percentile"] = float(
+                        row[percentile25_index]
+                    )
+                    functions[function_name]["memory"]["50-percentile"] = float(
+                        row[percentile50_index]
+                    )
+                    functions[function_name]["memory"]["75-percentile"] = float(
+                        row[percentile75_index]
+                    )
+                    functions[function_name]["memory"]["95-percentile"] = float(
+                        row[percentile95_index]
+                    )
+                    functions[function_name]["memory"]["99-percentile"] = float(
+                        row[percentile99_index]
+                    )
+                    functions[function_name]["memory"]["100-percentile"] = float(
+                        row[percentile100_index]
+                    )
+                except ValueError as e:
+                    log.warning(
+                        f"Illegal entry: {file_path}. Line Number: {index}. Information regarding the function not obtained. Error: {e}"
+                    )
+                    del functions[function_name]
+                    continue
+
+    except Exception as e:
+        log.error(
+            f"Reading {file_path} failed. Memory Utilization of functions not obtained"
+        )
+        return {}, -1
+
+    log.info("Memory of functions obtained")
+    return functions, 0
+
+
+def read_invocations_csv(directory_name: str) -> Tuple[dict, int]:
+    """
+    Read the invocations.csv file and return the data.
+
+    Parameters:
+    - `directory_name` (str): Directory at which invocations.csv file exists
+
+    Returns:
+    - `dict`: Dictionary of functions with details on their invocations
+    - `int`: 0 if no error. -1 if error
+    """
+
+    file_path = directory_name + "/invocations.csv"
+
+    # If file does not exist, then throw error and return
+    if os.path.exists(file_path):
+        log.info(f"{file_path} exists. Accessing information")
+    else:
+        log.error(f"invocations.csv file not found at {file_path}")
+        return {}, -1
+
+    functions = OrderedDict()
+
+    try:
+        # Parse through the file
+        with open(file_path, "r") as csv_file:
+
+            # Create a CSV reader object
+            csv_reader = csv.reader(csv_file)  # Create a CSV reader object
+
+            # Read the first row to obtain the header information
+            first_row = next(csv_reader)
+            if len(first_row) <= 4:
+                log.error(f"Illegal header: {file_path}")
+                return {}, -1
+            try:
+                hashowner_index = first_row.index("HashOwner")
+                hashapp_index = first_row.index("HashApp")
+                hashfunction_index = first_row.index("HashFunction")
+                trigger_index = first_row.index("Trigger")
+            except KeyError as e:
+                log.error(f"Expected header information not available. Error: {e}")
+                return {}, -1
+
+            for index, row in enumerate(csv_reader):
+                # Check if legal row:
+                if len(row) <= 4:
+                    log.warning(
+                        f"Illegal entry: {file_path}. Line Number: {index}. Information regarding the function not obtained"
+                    )
+                    continue
+
+                function_name = (
+                    row[hashowner_index] + row[hashapp_index] + row[hashfunction_index]
+                )  # HashOwner + HashApp + HashFunction
+                functions[function_name] = {}
+                functions[function_name]["name"] = function_name
+                functions[function_name]["trigger"] = row[trigger_index]
+
+                # Read through all the necessary fields and obtain information
+                try:
+                    invocation = row[4:]
+                    invocation = [int(i) for i in invocation]
+                    functions[function_name]["num-of-invocations"] = invocation
+                except ValueError as e:
+                    log.warning(
+                        f"Illegal entry: {file_path}. Line Number: {index}. Information regarding the function not obtained. Error: {e}"
+                    )
+                    del functions[function_name]
+                    continue
+
+    except Exception as e:
+        log.error(f"Reading {file_path} failed. Invocations of functions not obtained")
+        return {}, -1
+
+    log.info("Invocations of functions obtained")
+    return functions, 0
+
+
+def load_trace(directory_name: str) -> Tuple[dict, int]:
+    """
+    Read the CSV files and return the trace.
+
+    Parameters:
+    - `directory_name` (str): Directory at which CSV files exists
+
+    Returns:
+    - `dict`: Dictionary of functions with memory, durations, invocation details obtains from CSV files
+    - `int`: 0 if no error. -1 if error
+    """
+
+    durations_info, err = read_durations_csv(directory_name)
+    if err == -1:
+        log.critical("Loading trace failed")
+        return {}, -1
+    memory_info, err = read_memory_csv(directory_name)
+    if err == -1:
+        log.critical("Loading trace failed")
+        return {}, -1
+    invocations_info, err = read_invocations_csv(directory_name)
+    if err == -1:
+        log.critical("Loading trace failed")
+        return {}, -1
+
+    functions = OrderedDict()
+    for function_name in durations_info.keys():
+        try:
+            functions[function_name] = durations_info[function_name].copy()
+            functions[function_name].update(memory_info[function_name])
+            functions[function_name].update(invocations_info[function_name])
+        except Exception as e:
+            log.warning(f"{function_name} information not obtained. Error: {e}")
+            del functions[function_name]
+            continue
+
+    return functions, 0
\ No newline at end of file
diff --git a/tools/load-generator/log_config.py b/tools/load-generator/log_config.py
new file mode 100644
index 00000000..80437075
--- /dev/null
+++ b/tools/load-generator/log_config.py
@@ -0,0 +1,37 @@
+import logging
+
+class CustomFormatter(logging.Formatter):
+
+    blue = "\x1b[34;20m"
+    green = "\x1b[32;20m"
+    grey = "\x1b[38;20m"
+    yellow = "\x1b[33;20m"
+    red = "\x1b[31;20m"
+    bold_red = "\x1b[31;1m"
+    bold_red_white_bg = "\x1b[1;37;41m"
+    reset = "\x1b[0m"
+    format = "%(asctime)s - %(levelname)s - (%(filename)s:%(lineno)d) - %(message)s"
+
+    FORMATS = {
+        logging.DEBUG: grey + format + reset,
+        logging.INFO: green + format + reset,
+        logging.WARNING: yellow + format + reset,
+        logging.ERROR: red + format + reset,
+        logging.CRITICAL: bold_red_white_bg + format + reset,
+    }
+
+    def format(self, record):
+        log_fmt = self.FORMATS.get(record.levelno)
+        formatter = logging.Formatter(log_fmt)
+        return formatter.format(record)
+
+
+log = logging.getLogger("Benchmark")
+log.setLevel(logging.INFO)
+ch = logging.StreamHandler()
+ch.setFormatter(CustomFormatter())
+log.addHandler(ch)
+
+def setLogLevel(level: str) -> None:
+    if (level == "INFO"): log.setLevel(logging.INFO)
+    elif (level == "DEBUG"): log.setLevel(logging.DEBUG)
\ No newline at end of file
diff --git a/tools/load-generator/main.py b/tools/load-generator/main.py
new file mode 100644
index 00000000..6c4d543a
--- /dev/null
+++ b/tools/load-generator/main.py
@@ -0,0 +1,408 @@
+import os
+import sys
+
+import json
+import argparse
+
+from log_config import *
+from load_generator.plot_stats import *
+from load_generator.trace_parser import *
+from load_generator.load_generator import *
+from load_generator.find_proxy_function import *
+from load_generator.deployer import *
+
+
+def plot_stat(args):
+    """
+    This function plots the collected statistics and output PNG files
+    """
+
+    if (args.dbg == "True" or args.dbg == True): setLogLevel("DEBUG")
+    else: setLogLevel("INFO") 
+
+    trace_directorypath = args.trace
+    profile_filepath = args.profile
+    output_folder = args.png_folder
+
+    # Load the trace functions from the mentioned directorypath
+    trace_functions, err = load_trace(trace_directorypath)
+    if err == -1:
+        log.info(f"Loading trace failed")
+        return
+    elif err == 0:
+        log.info(f"Trace loaded")
+
+    # Collecting details associated with memory and duration of trace functions
+    memory = []
+    duration = []
+    for function_name in trace_functions:
+        memory.append(trace_functions[function_name]["memory"]["75-percentile"])
+        duration.append(trace_functions[function_name]["duration"]["75-percentile"])
+
+    # Obtain the proxy functions
+    # Check whether the profile file for proxy functions exists or not
+    if os.path.exists(profile_filepath):
+        log.info(
+            f"Profile file for proxy functions {profile_filepath} exists. Accessing information"
+        )
+        try:
+            with open(profile_filepath, "r") as jf:
+                proxy_functions = json.load(jf)
+        except Exception as e:
+            log.critical(
+                f"Profile file for proxy functions {profile_filepath} cannot be read. Error: {e}"
+            )
+            return
+    else:
+        log.critical(f"Profile file for proxy functions {profile_filepath} not found")
+        return
+
+    # Collecting details associated with memory, cpu duration of proxy functions
+    proxy_memory = []
+    proxy_duration = []
+    proxy_cpu = []
+    for function_name in proxy_functions:
+        proxy_memory.append(proxy_functions[function_name]["memory"]["75-percentile"])
+        proxy_duration.append(
+            proxy_functions[function_name]["duration"]["75-percentile"]
+        )
+        proxy_cpu.append(proxy_functions[function_name]["cpu"]["75-percentile"])
+
+    # Check whether folder where PNG files are to be saved exists or not
+    if not os.path.exists(output_folder):
+        log.info(f"{output_folder} directory does not exist.")
+        os.makedirs(output_folder)
+        log.info(f"{output_folder} directory created")
+    else:
+        pass
+
+    # Plotting utilization details of proxy functions
+    plot_hist_log_scale(
+        data=proxy_memory,
+        data_name="memory utilization of proxy functions",
+        plot_name="Memory Utilization Distribution of proxy functions",
+        xlabel="Memory (Mb)",
+        ylabel="Frequency",
+        png_filename=f"{output_folder}/proxy-functions-memory-utilization.png",
+    )
+    plot_hist_log_scale(
+        data=proxy_cpu,
+        data_name="cpu utilization of proxy functions",
+        plot_name="CPU Utilization Distribution of proxy functions",
+        xlabel="CPU Utilization",
+        ylabel="Frequency",
+        png_filename=f"{output_folder}/proxy-functions-cpu-utilization.png",
+    )
+    plot_hist_log_scale(
+        data=proxy_duration,
+        data_name="Duration of proxy functions",
+        plot_name="Duration Distribution of proxy functions",
+        xlabel="Time Duration (milliseconds)",
+        ylabel="Frequency",
+        png_filename=f"{output_folder}/proxy-functions-duration.png",
+    )
+
+    # Plotting utilization details of trace functions
+    plot_hist_log_scale_compare_data(
+        data=memory,
+        data_name="memory utilization of trace functions",
+        compare_data=proxy_memory,
+        scatterplot_label="memory utilization of proxy functions",
+        plot_name="Memory Utilization Distribution of trace functions",
+        xlabel="Memory (Mb)",
+        ylabel="Frequency",
+        png_filename=f"{output_folder}/trace-functions-memory-utilization.png",
+    )
+    plot_hist_log_scale_compare_data(
+        data=duration,
+        data_name="duration of trace functions",
+        compare_data=proxy_duration,
+        scatterplot_label="duration of proxy functions",
+        plot_name="Duration Distribution of trace functions",
+        xlabel="Time Duration (milliseconds)",
+        ylabel="Frequency",
+        png_filename=f"{output_folder}/trace-functions-duration-utilization.png",
+    )
+
+    # Scatter plot on log scale
+    trace_points = []
+    for i in range(len(memory)):
+        trace_points.append((memory[i], duration[i]))
+    proxy_points = []
+    for i in range(len(proxy_memory)):
+        proxy_points.append((proxy_memory[i], proxy_duration[i]))
+    plot_scatter_logx_logy(
+        data1=trace_points,
+        data1_label="Trace Functions",
+        data2=proxy_points,
+        data2_label="Proxy Functions",
+        plot_name="Function profiles",
+        xlabel="Memory Utilization (Mb) (log scale)",
+        ylabel="Duration (milliseconds) (log scale)",
+        png_filename=f"{output_folder}/function-profiles.png",
+    )
+
+
+def generate_load(args):
+    """
+    This function generates the load
+    """
+
+    if (args.dbg == "True" or args.dbg == "true" or args.dbg == True): setLogLevel("DEBUG")
+    else: setLogLevel("INFO") 
+
+    load_output_filepath = args.output
+    trace_directorypath = args.trace
+    profile_filepath = args.profile
+    config_proxy_filepath = args.config_proxy
+    build_directorypath = args.build
+    minute_granularity = (args.minute == "True") or (args.minute == True) or (args.minute == "true") 
+    unique_assignment = (args.unique == "True") or (args.unique == True) or (args.unique == "true")
+    iat_distribution = args.iat_distribution
+    expt_duration = int(args.duration)
+    warmup_duration = int(args.warmup_duration)
+    duration = expt_duration + warmup_duration
+
+    # Load the trace functions from the mentioned directorypath
+    trace_functions, err = load_trace(trace_directorypath)
+    if err == -1:
+        log.critical(f"Load Generation failed")
+        return
+    elif err == 0:
+        log.info(f"Trace loaded")
+
+    # Check whether the profile file for proxy functions exists or not
+    if os.path.exists(profile_filepath):
+        log.info(
+            f"Profile file for proxy functions {profile_filepath} exists. Accessing information"
+        )
+        try:
+            with open(profile_filepath, "r") as jf:
+                proxy_functions = json.load(jf)
+        except Exception as e:
+            log.critical(
+                f"Profile file for proxy functions {profile_filepath} cannot be read. Error: {e}"
+            )
+            log.critical(f"Load Generation failed")
+            return
+    else:
+        log.critical(f"Profile file for proxy functions {profile_filepath} not found")
+        log.critical(f"Load Generation failed")
+        return
+
+    # Getting a proxy function for every trace function
+    trace_functions, err = get_proxy_function(
+        trace_functions=trace_functions,
+        proxy_functions=proxy_functions,
+        unique_assignment=unique_assignment,
+    )
+    if err == -1:
+        log.critical(f"Load Generation failed")
+        return
+    elif err == 0:
+        log.info(f"Proxy functions obtained")
+
+    # Check if the shell path is bash
+    err = check_shell_path()
+    if err == -1:
+        log.critical(f"Load Generation failed")
+        return
+
+    # Delete all the services
+    delete_all_services()
+
+    # Deploy proxy services
+    trace_functions, proxy_functions, err = deploy_services(
+        trace_functions=trace_functions,
+        proxy_functions=proxy_functions,
+        build_shell_scripts_location=build_directorypath,
+        config_file=config_proxy_filepath,
+    )
+    if err == -1:
+        log.critical(f"Load Generation failed")
+        return
+    elif err == 0:
+        log.info(f"Proxy services deployed")
+
+    # Collect the endpoints of the proxy functions
+    trace_functions, err = collect_endpoints(trace_functions=trace_functions)
+    if err == -1:
+        log.critical(f"Load Generation failed")
+        return
+    elif err == 0:
+        log.info(f"Endpoints for proxy services collected")
+
+    # Generate the load
+    trace_functions = get_invocation_timestamp(
+        trace_functions=trace_functions,
+        iat_distribution=iat_distribution,
+        minute_granularity=minute_granularity,
+    )
+    load = generate_load_timestamp(trace_functions=trace_functions, duration=duration)
+    try:
+        with open(load_output_filepath, "w") as jf:
+            json.dump(load, jf, indent=3)
+        log.info(
+            f"Load Generation completed and written into file {load_output_filepath}"
+        )
+    except Exception as e:
+        log.critical(f"Load Generation failed. Error: {e}")
+
+    return
+
+
+def main():
+
+    parser = argparse.ArgumentParser()
+    subparser = parser.add_subparsers(dest="cmd")
+
+    plot_parser = subparser.add_parser("plot")
+
+    plot_parser.add_argument(
+        "-t",
+        "--trace",
+        metavar="path",
+        required=False,
+        default="full-trace",
+        help="Directory in which durations, invocations, memory CSV files of trace are located",
+    )
+
+    plot_parser.add_argument(
+        "-p",
+        "--profile",
+        metavar="path",
+        required=False,
+        default="profile.json",
+        help="JSON file containing profile details of the proxy functions",
+    )
+
+    plot_parser.add_argument(
+        "-o",
+        "--png_folder",
+        metavar="path",
+        required=False,
+        default="png",
+        help="Output folder where plots are stored",
+    )
+
+    plot_parser.add_argument(
+        "-dbg",
+        "--dbg",
+        metavar="bool",
+        required=False,
+        default=True,
+        help="Show debug messages",
+    )
+
+    loadgen_parser = subparser.add_parser("loadgen")
+
+    loadgen_parser.add_argument(
+        "-o",
+        "--output",
+        metavar="path",
+        required=False,
+        default="invoker/load.json",
+        help="Output JSON file containing timestamps and endpoints of load",
+    )
+
+    loadgen_parser.add_argument(
+        "-t",
+        "--trace",
+        metavar="path",
+        required=False,
+        default="trace",
+        help="Directory in which durations, invocations, memory CSV files of trace are located",
+    )
+
+    loadgen_parser.add_argument(
+        "-p",
+        "--profile",
+        metavar="path",
+        required=False,
+        default="profile.json",
+        help="JSON file containing profile details of the proxy functions",
+    )
+
+    loadgen_parser.add_argument(
+        "-c",
+        "--config_proxy",
+        metavar="path",
+        required=False,
+        default="config.json",
+        help="Contains details about proxy functions used for deploying",
+    )
+
+    loadgen_parser.add_argument(
+        "-b",
+        "--build",
+        metavar="path",
+        required=False,
+        default="build",
+        help="Directory in which temporary build files are located",
+    )
+
+    loadgen_parser.add_argument(
+        "-m",
+        "--minute",
+        metavar="bool",
+        required=False,
+        default=True,
+        help="Trace contains information at minute/second granularity. True if minute granularity",
+    )
+
+    loadgen_parser.add_argument(
+        "-u",
+        "--unique",
+        metavar="bool",
+        required=False,
+        default=False,
+        help="Proxy-Trace functions mapping. Should it be unique?",
+    )
+
+    loadgen_parser.add_argument(
+        "-i",
+        "--iat_distribution",
+        metavar="string",
+        required=False,
+        default="uniform",
+        help="IAT Distribution: equidistant, unique or exponential",
+    )
+
+    loadgen_parser.add_argument(
+        "-d",
+        "--duration",
+        metavar="int",
+        required=False,
+        default=20,
+        help="Experiment Duration",
+    )
+
+    loadgen_parser.add_argument(
+        "-w",
+        "--warmup_duration",
+        metavar="int",
+        required=False,
+        default=2,
+        help="Warmup Duration",
+    )
+
+    loadgen_parser.add_argument(
+        "-dbg",
+        "--dbg",
+        metavar="bool",
+        required=False,
+        default=True,
+        help="Show debug messages",
+    )
+
+    args = parser.parse_args()
+
+    if args.cmd == "plot":
+        plot_stat(args)
+
+    elif args.cmd == "loadgen":
+        generate_load(args)
+
+
+if __name__ == "__main__":
+    sys.exit(main())
\ No newline at end of file
diff --git a/tools/load-generator/profile.json b/tools/load-generator/profile.json
new file mode 100644
index 00000000..33d69f12
--- /dev/null
+++ b/tools/load-generator/profile.json
@@ -0,0 +1,7069 @@
+{
+    "aes-go-10-10": {
+        "name": "aes-go-10-10",
+        "yaml": "./yamls/aes-go/kn-aes-go-10-10.yaml",
+        "cpu": {
+            "0-percentile": 3.0,
+            "1-percentile": 3.0,
+            "5-percentile": 3.0,
+            "25-percentile": 3.0,
+            "50-percentile": 3.0,
+            "75-percentile": 3.0,
+            "95-percentile": 3.0968840579710144,
+            "99-percentile": 3.1330601053980915,
+            "100-percentile": 3.1416666666666666
+        },
+        "memory": {
+            "0-percentile": 17.0,
+            "1-percentile": 17.531666666666666,
+            "5-percentile": 18.279761904761905,
+            "25-percentile": 21.779838709677417,
+            "50-percentile": 23.611338797814206,
+            "75-percentile": 24.764468864468867,
+            "95-percentile": 25.439710144927535,
+            "99-percentile": 25.542267483264492,
+            "100-percentile": 25.566666666666666
+        },
+        "duration": {
+            "0-percentile": 0.54,
+            "1-percentile": 0.5488466666666667,
+            "5-percentile": 0.5891350000000001,
+            "25-percentile": 0.6593057971014492,
+            "50-percentile": 0.7075056776556775,
+            "75-percentile": 0.7466532679738556,
+            "95-percentile": 0.7770619832041339,
+            "99-percentile": 0.789011097545665,
+            "100-percentile": 0.8001722222222215
+        }
+    },
+    "aes-go-100-101": {
+        "name": "aes-go-100-101",
+        "yaml": "./yamls/aes-go/kn-aes-go-100-101.yaml",
+        "cpu": {
+            "0-percentile": 3.0,
+            "1-percentile": 3.0,
+            "5-percentile": 3.0,
+            "25-percentile": 3.0,
+            "50-percentile": 3.0,
+            "75-percentile": 3.0,
+            "95-percentile": 3.1407246376811595,
+            "99-percentile": 3.1751445663010966,
+            "100-percentile": 3.183333333333333
+        },
+        "memory": {
+            "0-percentile": 17.0,
+            "1-percentile": 17.063333333333333,
+            "5-percentile": 17.991666666666667,
+            "25-percentile": 22.170161290322582,
+            "50-percentile": 24.206420765027325,
+            "75-percentile": 25.329578754578755,
+            "95-percentile": 26.05391304347826,
+            "99-percentile": 26.17873095000712,
+            "100-percentile": 26.216666666666665
+        },
+        "duration": {
+            "0-percentile": 0.576,
+            "1-percentile": 0.5958983333333334,
+            "5-percentile": 0.628515,
+            "25-percentile": 0.696682971014493,
+            "50-percentile": 0.7450747252747252,
+            "75-percentile": 0.7846476307189542,
+            "95-percentile": 0.8163378875968992,
+            "99-percentile": 0.8271174684577239,
+            "100-percentile": 0.8395444444444444
+        }
+    },
+    "aes-go-500-505": {
+        "name": "aes-go-500-505",
+        "yaml": "./yamls/aes-go/kn-aes-go-500-505.yaml",
+        "cpu": {
+            "0-percentile": 3.0,
+            "1-percentile": 3.0,
+            "5-percentile": 3.0,
+            "25-percentile": 3.0,
+            "50-percentile": 3.0,
+            "75-percentile": 3.0,
+            "95-percentile": 3.105652173913043,
+            "99-percentile": 3.1414769975786925,
+            "100-percentile": 3.158333333333333
+        },
+        "memory": {
+            "0-percentile": 17.0,
+            "1-percentile": 17.531666666666666,
+            "5-percentile": 18.55952380952381,
+            "25-percentile": 22.51962365591398,
+            "50-percentile": 24.693989071038253,
+            "75-percentile": 26.041483516483517,
+            "95-percentile": 26.825942028985505,
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+    }
+}
\ No newline at end of file
diff --git a/tools/load-generator/requirements.txt b/tools/load-generator/requirements.txt
new file mode 100644
index 00000000..398dfd41
--- /dev/null
+++ b/tools/load-generator/requirements.txt
@@ -0,0 +1,7 @@
+numpy 
+jq 
+typing 
+matplotlib 
+argparse 
+PyYAML 
+scipy
\ No newline at end of file
diff --git a/tools/load-generator/trace/durations.csv b/tools/load-generator/trace/durations.csv
new file mode 100644
index 00000000..ba02e033
--- /dev/null
+++ b/tools/load-generator/trace/durations.csv
@@ -0,0 +1,251 @@
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diff --git a/tools/load-generator/trace/invocations.csv b/tools/load-generator/trace/invocations.csv
new file mode 100644
index 00000000..b03065fc
--- /dev/null
+++ b/tools/load-generator/trace/invocations.csv
@@ -0,0 +1,251 @@
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diff --git a/tools/load-generator/trace/memory.csv b/tools/load-generator/trace/memory.csv
new file mode 100644
index 00000000..813e65c0
--- /dev/null
+++ b/tools/load-generator/trace/memory.csv
@@ -0,0 +1,251 @@
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\ No newline at end of file
diff --git a/tools/load-generator/yamls/aes-go/generate-yamls.py b/tools/load-generator/yamls/aes-go/generate-yamls.py
new file mode 100644
index 00000000..f1d03e9b
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/generate-yamls.py
@@ -0,0 +1,43 @@
+import yaml
+
+# Template YAML content
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+"""
+
+# List of x values
+x_values = [10, 100, 500, 1000, 2000, 4500, 7000, 10000, 20000, 45000, 70000, 100000, 200000, 450000, 700000, 1000000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-aes-go-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-10-10.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-10-10.yaml
new file mode 100644
index 00000000..5cc27141
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-10-10.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-100-101.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-100-101.yaml
new file mode 100644
index 00000000..a9456ba2
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-100-101.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-100-101
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=100
+            - --upperBound=101
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-1000-1010.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-1000-1010.yaml
new file mode 100644
index 00000000..dfbc39c3
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-1000-1010.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-10000-10100.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-10000-10100.yaml
new file mode 100644
index 00000000..7cd4da4e
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-10000-10100.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-100000-101000.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-100000-101000.yaml
new file mode 100644
index 00000000..584c35fc
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-100000-101000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-100000-101000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=100000
+            - --upperBound=101000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-1000000-1010000.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-1000000-1010000.yaml
new file mode 100644
index 00000000..684d6a86
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-1000000-1010000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-1000000-1010000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000000
+            - --upperBound=1010000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-2000-2020.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-2000-2020.yaml
new file mode 100644
index 00000000..bf99abaa
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-2000-2020.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-2000-2020
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=2000
+            - --upperBound=2020
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-20000-20200.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-20000-20200.yaml
new file mode 100644
index 00000000..8f8c6ef6
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-20000-20200.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-200000-202000.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-200000-202000.yaml
new file mode 100644
index 00000000..31118173
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-200000-202000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-200000-202000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=200000
+            - --upperBound=202000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-4500-4545.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-4500-4545.yaml
new file mode 100644
index 00000000..b29f8166
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-4500-4545.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-45000-45450.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-45000-45450.yaml
new file mode 100644
index 00000000..e044f93c
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-45000-45450.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-45000-45450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=45000
+            - --upperBound=45450
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-450000-454500.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-450000-454500.yaml
new file mode 100644
index 00000000..acc2d9a4
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-450000-454500.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-450000-454500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=450000
+            - --upperBound=454500
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-500-505.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-500-505.yaml
new file mode 100644
index 00000000..81ada38b
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-500-505.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-500-505
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=500
+            - --upperBound=505
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-7000-7070.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-7000-7070.yaml
new file mode 100644
index 00000000..bc839ae7
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-7000-7070.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-7000-7070
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=7000
+            - --upperBound=7070
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-70000-70700.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-70000-70700.yaml
new file mode 100644
index 00000000..8baa451f
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-70000-70700.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-70000-70700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=70000
+            - --upperBound=70700
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-go/kn-aes-go-700000-707000.yaml b/tools/load-generator/yamls/aes-go/kn-aes-go-700000-707000.yaml
new file mode 100644
index 00000000..db94a6fe
--- /dev/null
+++ b/tools/load-generator/yamls/aes-go/kn-aes-go-700000-707000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-700000-707000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=700000
+            - --upperBound=707000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/aes-nodejs/generate-yamls.py b/tools/load-generator/yamls/aes-nodejs/generate-yamls.py
new file mode 100644
index 00000000..e280ca2b
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/generate-yamls.py
@@ -0,0 +1,44 @@
+import yaml
+
+# Template YAML content
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+"""
+
+# List of x values
+x_values = [10, 100, 500, 1000, 2000, 4500, 7000, 10000, 20000, 45000, 70000, 100000, 200000, 450000, 700000, 1000000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-aes-nodejs-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-10-10.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-10-10.yaml
new file mode 100644
index 00000000..a79b8d91
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-10-10.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-100-101.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-100-101.yaml
new file mode 100644
index 00000000..f026fd75
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-100-101.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-100-101
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=100
+            - --upperBound=101
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-1000-1010.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-1000-1010.yaml
new file mode 100644
index 00000000..2e4cca08
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-1000-1010.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-10000-10100.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-10000-10100.yaml
new file mode 100644
index 00000000..a0e55bfa
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-10000-10100.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-100000-101000.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-100000-101000.yaml
new file mode 100644
index 00000000..612bb215
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-100000-101000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-100000-101000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=100000
+            - --upperBound=101000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-1000000-1010000.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-1000000-1010000.yaml
new file mode 100644
index 00000000..c7bcd900
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-1000000-1010000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-1000000-1010000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000000
+            - --upperBound=1010000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-2000-2020.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-2000-2020.yaml
new file mode 100644
index 00000000..f01f54ba
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-2000-2020.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-2000-2020
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=2000
+            - --upperBound=2020
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-20000-20200.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-20000-20200.yaml
new file mode 100644
index 00000000..6d8a9f95
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-20000-20200.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-200000-202000.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-200000-202000.yaml
new file mode 100644
index 00000000..9a0e86dc
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-200000-202000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-200000-202000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=200000
+            - --upperBound=202000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-4500-4545.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-4500-4545.yaml
new file mode 100644
index 00000000..f4328c1d
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-4500-4545.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-45000-45450.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-45000-45450.yaml
new file mode 100644
index 00000000..fd08d014
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-45000-45450.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-45000-45450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=45000
+            - --upperBound=45450
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-450000-454500.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-450000-454500.yaml
new file mode 100644
index 00000000..98aa5da0
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-450000-454500.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-450000-454500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=450000
+            - --upperBound=454500
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-500-505.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-500-505.yaml
new file mode 100644
index 00000000..0bd660a1
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-500-505.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-500-505
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=500
+            - --upperBound=505
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-7000-7070.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-7000-7070.yaml
new file mode 100644
index 00000000..82cb0e87
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-7000-7070.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-7000-7070
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=7000
+            - --upperBound=7070
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-70000-70700.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-70000-70700.yaml
new file mode 100644
index 00000000..bd134725
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-70000-70700.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-70000-70700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=70000
+            - --upperBound=70700
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-700000-707000.yaml b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-700000-707000.yaml
new file mode 100644
index 00000000..3059d710
--- /dev/null
+++ b/tools/load-generator/yamls/aes-nodejs/kn-aes-nodejs-700000-707000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-700000-707000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=700000
+            - --upperBound=707000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/generate-yamls.py b/tools/load-generator/yamls/aes-python/generate-yamls.py
new file mode 100644
index 00000000..4db590fc
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/generate-yamls.py
@@ -0,0 +1,44 @@
+import yaml
+
+# Template YAML content
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+"""
+
+# List of x values
+x_values = [10, 100, 500, 1000, 2000, 4500, 7000, 10000, 20000, 45000, 70000, 100000, 200000, 450000, 700000, 1000000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-aes-python-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-10-10.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-10-10.yaml
new file mode 100644
index 00000000..a592e333
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-10-10.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-100-101.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-100-101.yaml
new file mode 100644
index 00000000..2f6a8e63
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-100-101.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-100-101
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=100
+            - --upperBound=101
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-1000-1010.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-1000-1010.yaml
new file mode 100644
index 00000000..11836b93
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-1000-1010.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-10000-10100.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-10000-10100.yaml
new file mode 100644
index 00000000..745bb9fe
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-10000-10100.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-100000-101000.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-100000-101000.yaml
new file mode 100644
index 00000000..a0e762f9
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-100000-101000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-100000-101000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=100000
+            - --upperBound=101000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-1000000-1010000.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-1000000-1010000.yaml
new file mode 100644
index 00000000..baed0c09
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-1000000-1010000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-1000000-1010000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000000
+            - --upperBound=1010000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-2000-2020.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-2000-2020.yaml
new file mode 100644
index 00000000..4266628b
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-2000-2020.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-2000-2020
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=2000
+            - --upperBound=2020
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-20000-20200.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-20000-20200.yaml
new file mode 100644
index 00000000..4258c42c
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-20000-20200.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-200000-202000.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-200000-202000.yaml
new file mode 100644
index 00000000..c225609c
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-200000-202000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-200000-202000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=200000
+            - --upperBound=202000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-4500-4545.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-4500-4545.yaml
new file mode 100644
index 00000000..4ad83246
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-4500-4545.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-45000-45450.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-45000-45450.yaml
new file mode 100644
index 00000000..df1eb475
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-45000-45450.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-45000-45450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=45000
+            - --upperBound=45450
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-450000-454500.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-450000-454500.yaml
new file mode 100644
index 00000000..30f31e29
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-450000-454500.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-450000-454500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=450000
+            - --upperBound=454500
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-500-505.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-500-505.yaml
new file mode 100644
index 00000000..df8c8be1
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-500-505.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-500-505
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=500
+            - --upperBound=505
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-7000-7070.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-7000-7070.yaml
new file mode 100644
index 00000000..845f97a8
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-7000-7070.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-7000-7070
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=7000
+            - --upperBound=7070
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-70000-70700.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-70000-70700.yaml
new file mode 100644
index 00000000..955b0c19
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-70000-70700.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-70000-70700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=70000
+            - --upperBound=70700
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/aes-python/kn-aes-python-700000-707000.yaml b/tools/load-generator/yamls/aes-python/kn-aes-python-700000-707000.yaml
new file mode 100644
index 00000000..3e0c6d8e
--- /dev/null
+++ b/tools/load-generator/yamls/aes-python/kn-aes-python-700000-707000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-700000-707000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=700000
+            - --upperBound=707000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/auth/kn-auth-go.yaml b/tools/load-generator/yamls/auth/kn-auth-go.yaml
new file mode 100644
index 00000000..9939159a
--- /dev/null
+++ b/tools/load-generator/yamls/auth/kn-auth-go.yaml
@@ -0,0 +1,44 @@
+# MIT License
+#
+# Copyright (c) 2021 David Schall and EASE lab
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: auth-go
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=auth-go
+            - --profile-function=true
+        - image: docker.io/vhiveease/auth-go:latest
+          args:
+            - --addr=0.0.0.0:50051
\ No newline at end of file
diff --git a/tools/load-generator/yamls/auth/kn-auth-nodejs.yaml b/tools/load-generator/yamls/auth/kn-auth-nodejs.yaml
new file mode 100644
index 00000000..e48697aa
--- /dev/null
+++ b/tools/load-generator/yamls/auth/kn-auth-nodejs.yaml
@@ -0,0 +1,45 @@
+# MIT License
+#
+# Copyright (c) 2021 David Schall and EASE lab
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: auth-nodejs
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=auth-nodejs
+            - --profile-function=true
+        - image: docker.io/vhiveease/auth-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
\ No newline at end of file
diff --git a/tools/load-generator/yamls/auth/kn-auth-python.yaml b/tools/load-generator/yamls/auth/kn-auth-python.yaml
new file mode 100644
index 00000000..33b16a10
--- /dev/null
+++ b/tools/load-generator/yamls/auth/kn-auth-python.yaml
@@ -0,0 +1,45 @@
+# MIT License
+#
+# Copyright (c) 2021 David Schall and EASE lab
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: auth-python
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=auth-python
+            - --profile-function=true
+        - image: docker.io/vhiveease/auth-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
\ No newline at end of file
diff --git a/tools/load-generator/yamls/compression/kn-compression-python.yaml b/tools/load-generator/yamls/compression/kn-compression-python.yaml
new file mode 100644
index 00000000..4e61f829
--- /dev/null
+++ b/tools/load-generator/yamls/compression/kn-compression-python.yaml
@@ -0,0 +1,45 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: compression-python
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=compression-python
+            - --value=metamorphosis.txt
+        - image: docker.io/vhiveease/compression-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-go/generate-yamls.py b/tools/load-generator/yamls/fibonacci-go/generate-yamls.py
new file mode 100644
index 00000000..fd5d183a
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/generate-yamls.py
@@ -0,0 +1,43 @@
+import yaml
+
+# Template YAML content
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
+"""
+
+# List of x values
+x_values = [10, 1000, 4500, 10000, 20000, 45000, 70000, 100000, 200000, 450000, 700000, 1000000, 1500000, 2000000, 3500000, 5500000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-fibonacci-go-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
\ No newline at end of file
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-10-10.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-10-10.yaml
new file mode 100644
index 00000000..2a5182ad
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-10-10.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-1000-1010.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-1000-1010.yaml
new file mode 100644
index 00000000..8581f364
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-1000-1010.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-10000-10100.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-10000-10100.yaml
new file mode 100644
index 00000000..7c9742f2
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-10000-10100.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-100000-101000.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-100000-101000.yaml
new file mode 100644
index 00000000..6b237949
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-100000-101000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-100000-101000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=100000
+            - --upperBound=101000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-1000000-1010000.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-1000000-1010000.yaml
new file mode 100644
index 00000000..7b1c181b
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-1000000-1010000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-1000000-1010000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000000
+            - --upperBound=1010000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-1500000-1515000.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-1500000-1515000.yaml
new file mode 100644
index 00000000..32053dff
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-1500000-1515000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-1500000-1515000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=1500000
+            - --upperBound=1515000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-20000-20200.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-20000-20200.yaml
new file mode 100644
index 00000000..2398287d
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-20000-20200.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-200000-202000.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-200000-202000.yaml
new file mode 100644
index 00000000..47aac5cf
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-200000-202000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-200000-202000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=200000
+            - --upperBound=202000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-2000000-2020000.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-2000000-2020000.yaml
new file mode 100644
index 00000000..8581613a
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-2000000-2020000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-2000000-2020000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=2000000
+            - --upperBound=2020000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-3500000-3535000.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-3500000-3535000.yaml
new file mode 100644
index 00000000..d9b20fb9
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-3500000-3535000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-3500000-3535000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=3500000
+            - --upperBound=3535000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-4500-4545.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-4500-4545.yaml
new file mode 100644
index 00000000..de8cd649
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-4500-4545.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-45000-45450.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-45000-45450.yaml
new file mode 100644
index 00000000..02b489c5
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-45000-45450.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-45000-45450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=45000
+            - --upperBound=45450
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-450000-454500.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-450000-454500.yaml
new file mode 100644
index 00000000..7c646b57
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-450000-454500.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-450000-454500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=450000
+            - --upperBound=454500
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-5500000-5555000.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-5500000-5555000.yaml
new file mode 100644
index 00000000..d7634d74
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-5500000-5555000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-5500000-5555000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=5500000
+            - --upperBound=5555000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-70000-70700.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-70000-70700.yaml
new file mode 100644
index 00000000..60e0a11b
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-70000-70700.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-70000-70700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=70000
+            - --upperBound=70700
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-700000-707000.yaml b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-700000-707000.yaml
new file mode 100644
index 00000000..b13a8498
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-go/kn-fibonacci-go-700000-707000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-700000-707000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=700000
+            - --upperBound=707000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/generate-yamls.py b/tools/load-generator/yamls/fibonacci-nodejs/generate-yamls.py
new file mode 100644
index 00000000..4cc556cc
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/generate-yamls.py
@@ -0,0 +1,43 @@
+import yaml
+
+# Template YAML content
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+"""
+
+# List of x values
+x_values = [10, 1000, 4500, 10000, 20000, 45000, 70000, 100000, 200000, 450000, 700000, 1000000, 2000000, 3000000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-fibonacci-nodejs-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10-10.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10-10.yaml
new file mode 100644
index 00000000..e5c1f63c
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10-10.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000-1010.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000-1010.yaml
new file mode 100644
index 00000000..3ff2fd13
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000-1010.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10000-10100.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10000-10100.yaml
new file mode 100644
index 00000000..0ce684a6
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10000-10100.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-100000-101000.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-100000-101000.yaml
new file mode 100644
index 00000000..58ad6e27
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-100000-101000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-100000-101000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=100000
+            - --upperBound=101000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000000-1010000.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000000-1010000.yaml
new file mode 100644
index 00000000..c6188b2f
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000000-1010000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-1000000-1010000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000000
+            - --upperBound=1010000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-20000-20200.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-20000-20200.yaml
new file mode 100644
index 00000000..883070e3
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-20000-20200.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-200000-202000.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-200000-202000.yaml
new file mode 100644
index 00000000..e46faf5b
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-200000-202000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-200000-202000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=200000
+            - --upperBound=202000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-2000000-2020000.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-2000000-2020000.yaml
new file mode 100644
index 00000000..53c1cf19
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-2000000-2020000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-2000000-2020000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=2000000
+            - --upperBound=2020000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-3000000-3030000.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-3000000-3030000.yaml
new file mode 100644
index 00000000..f16be8ae
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-3000000-3030000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-3000000-3030000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=3000000
+            - --upperBound=3030000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-4500-4545.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-4500-4545.yaml
new file mode 100644
index 00000000..99038616
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-4500-4545.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-45000-45450.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-45000-45450.yaml
new file mode 100644
index 00000000..bd3de7fd
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-45000-45450.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-45000-45450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=45000
+            - --upperBound=45450
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-450000-454500.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-450000-454500.yaml
new file mode 100644
index 00000000..18a02a45
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-450000-454500.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-450000-454500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=450000
+            - --upperBound=454500
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-70000-70700.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-70000-70700.yaml
new file mode 100644
index 00000000..d5ec671d
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-70000-70700.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-70000-70700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=70000
+            - --upperBound=70700
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-700000-707000.yaml b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-700000-707000.yaml
new file mode 100644
index 00000000..024a4547
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-700000-707000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-700000-707000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=700000
+            - --upperBound=707000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/generate-yamls.py b/tools/load-generator/yamls/fibonacci-python/generate-yamls.py
new file mode 100644
index 00000000..4a4a9da3
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/generate-yamls.py
@@ -0,0 +1,44 @@
+import yaml
+
+# Template YAML content
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+"""
+
+# List of x values
+x_values = [10, 1000, 4500, 10000, 20000, 45000, 70000, 100000, 200000, 450000, 700000, 1000000, 1500000, 2000000, 3500000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-fibonacci-python-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
\ No newline at end of file
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-10-10.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-10-10.yaml
new file mode 100644
index 00000000..383dceca
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-10-10.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-1000-1010.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-1000-1010.yaml
new file mode 100644
index 00000000..b925c9d8
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-1000-1010.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-10000-10100.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-10000-10100.yaml
new file mode 100644
index 00000000..11b9c370
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-10000-10100.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-100000-101000.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-100000-101000.yaml
new file mode 100644
index 00000000..a345bafe
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-100000-101000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-100000-101000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=100000
+            - --upperBound=101000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-1000000-1010000.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-1000000-1010000.yaml
new file mode 100644
index 00000000..f96b1dfa
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-1000000-1010000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-1000000-1010000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000000
+            - --upperBound=1010000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-1500000-1515000.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-1500000-1515000.yaml
new file mode 100644
index 00000000..ea2f49ea
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-1500000-1515000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-1500000-1515000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=1500000
+            - --upperBound=1515000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-20000-20200.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-20000-20200.yaml
new file mode 100644
index 00000000..3b5008ba
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-20000-20200.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-200000-202000.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-200000-202000.yaml
new file mode 100644
index 00000000..f283c1db
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-200000-202000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-200000-202000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=200000
+            - --upperBound=202000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-2000000-2020000.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-2000000-2020000.yaml
new file mode 100644
index 00000000..2f75d2c5
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-2000000-2020000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-2000000-2020000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=2000000
+            - --upperBound=2020000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-3500000-3535000.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-3500000-3535000.yaml
new file mode 100644
index 00000000..dee32b42
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-3500000-3535000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-3500000-3535000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=3500000
+            - --upperBound=3535000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-4500-4545.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-4500-4545.yaml
new file mode 100644
index 00000000..11b163e6
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-4500-4545.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-45000-45450.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-45000-45450.yaml
new file mode 100644
index 00000000..1c69b9e4
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-45000-45450.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-45000-45450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=45000
+            - --upperBound=45450
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-450000-454500.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-450000-454500.yaml
new file mode 100644
index 00000000..f92d2eea
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-450000-454500.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-450000-454500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=450000
+            - --upperBound=454500
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-70000-70700.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-70000-70700.yaml
new file mode 100644
index 00000000..c339287e
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-70000-70700.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-70000-70700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=70000
+            - --upperBound=70700
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-700000-707000.yaml b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-700000-707000.yaml
new file mode 100644
index 00000000..58a09a81
--- /dev/null
+++ b/tools/load-generator/yamls/fibonacci-python/kn-fibonacci-python-700000-707000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-700000-707000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=700000
+            - --upperBound=707000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/load-generator/yamls/gptj/kn-gptj-python.yaml b/tools/load-generator/yamls/gptj/kn-gptj-python.yaml
new file mode 100644
index 00000000..f576cde5
--- /dev/null
+++ b/tools/load-generator/yamls/gptj/kn-gptj-python.yaml
@@ -0,0 +1,48 @@
+# MIT License
+#
+# Copyright (c) 2021 David Schall and EASE lab
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: gptj-python
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=gptj-python
+            - --profile-function=true
+        - image: docker.io/vhiveease/gptj-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --dataset-path=python/data/cnn_eval.json
+            - --mlperf_conf=python/config/mlperf.conf
+            - --user_conf=python/config/user.conf
\ No newline at end of file
diff --git a/tools/load-generator/yamls/hotel-app/database.yaml b/tools/load-generator/yamls/hotel-app/database.yaml
new file mode 100644
index 00000000..997e11bd
--- /dev/null
+++ b/tools/load-generator/yamls/hotel-app/database.yaml
@@ -0,0 +1,59 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: hotel-app-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: hotel-app-database
+  template:
+    metadata:
+      labels:
+        app: hotel-app-database
+    spec:
+      containers:
+      - name: database
+        image: docker.io/vhiveease/mongodb
+        ports:
+        - containerPort: 27017
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: hotel-app-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: hotel-app-database
+  ports:
+  - name: database
+    port: 27017
+    targetPort: 27017
\ No newline at end of file
diff --git a/tools/load-generator/yamls/hotel-app/kn-geo.yaml b/tools/load-generator/yamls/hotel-app/kn-geo.yaml
new file mode 100644
index 00000000..02a5bda3
--- /dev/null
+++ b/tools/load-generator/yamls/hotel-app/kn-geo.yaml
@@ -0,0 +1,50 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: hotel-app-geo
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay --------------
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=8083
+            - --function-name=geo
+            - --profile-function=true
+        # Function ------------
+        - name: function
+          image: docker.io/vhiveease/hotel-app-geo:latest
+          args:
+            - --url=0.0.0.0
+            - --port=8083
+            - --db_addr=hotel-app-database:27017
\ No newline at end of file
diff --git a/tools/load-generator/yamls/hotel-app/kn-profile.yaml b/tools/load-generator/yamls/hotel-app/kn-profile.yaml
new file mode 100644
index 00000000..e85d6efc
--- /dev/null
+++ b/tools/load-generator/yamls/hotel-app/kn-profile.yaml
@@ -0,0 +1,52 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: hotel-app-profile
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay --------------
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=8083
+            - --function-name=profile
+            - --value="2,12,21"
+            - --profile-function=true
+        # Function ------------
+        - name: function
+          image: docker.io/vhiveease/hotel-app-profile:latest
+          args:
+            - --url=0.0.0.0
+            - --port=8083
+            - --db_addr=hotel-app-database:27017
+            - --memcached_addr=hotel-app-mmc:11211
\ No newline at end of file
diff --git a/tools/load-generator/yamls/hotel-app/kn-recommendation.yaml b/tools/load-generator/yamls/hotel-app/kn-recommendation.yaml
new file mode 100644
index 00000000..73347ff1
--- /dev/null
+++ b/tools/load-generator/yamls/hotel-app/kn-recommendation.yaml
@@ -0,0 +1,51 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: hotel-app-recommendation
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay --------------
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=8083
+            - --function-name=recommendation
+            - --value="dis"
+            - --profile-function=true
+        # Function ------------
+        - name: function
+          image: docker.io/vhiveease/hotel-app-recommendation:latest
+          args:
+            - --url=0.0.0.0
+            - --port=8083
+            - --db_addr=hotel-app-database:27017
\ No newline at end of file
diff --git a/tools/load-generator/yamls/hotel-app/kn-reservation.yaml b/tools/load-generator/yamls/hotel-app/kn-reservation.yaml
new file mode 100644
index 00000000..b4f03771
--- /dev/null
+++ b/tools/load-generator/yamls/hotel-app/kn-reservation.yaml
@@ -0,0 +1,53 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: hotel-app-reservation
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay --------------
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=8083
+            - --function-name=reservation
+            - --function-method=CheckAvailability
+            - --value=1
+            - --profile-function=true
+        # Function ------------
+        - name: function
+          image: docker.io/vhiveease/hotel-app-reservation:latest
+          args:
+            - --url=0.0.0.0
+            - --port=8083
+            - --db_addr=hotel-app-database:27017
+            - --memcached_addr=hotel-app-mmc:11211
\ No newline at end of file
diff --git a/tools/load-generator/yamls/hotel-app/kn-user.yaml b/tools/load-generator/yamls/hotel-app/kn-user.yaml
new file mode 100644
index 00000000..90485c37
--- /dev/null
+++ b/tools/load-generator/yamls/hotel-app/kn-user.yaml
@@ -0,0 +1,51 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: hotel-app-user
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay --------------
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=8083
+            - --function-name=user
+            - --value=hello
+            - --profile-function=true
+        # Function ------------
+        - name: function
+          image: docker.io/vhiveease/hotel-app-user:latest
+          args:
+            - --url=0.0.0.0
+            - --port=8083
+            - --db_addr=hotel-app-database:27017
\ No newline at end of file
diff --git a/tools/load-generator/yamls/hotel-app/memcached.yaml b/tools/load-generator/yamls/hotel-app/memcached.yaml
new file mode 100644
index 00000000..755b9560
--- /dev/null
+++ b/tools/load-generator/yamls/hotel-app/memcached.yaml
@@ -0,0 +1,64 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Memcached ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: hotel-app-mmc
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: hotel-app-mmc
+  template:
+    metadata:
+      labels:
+        app: hotel-app-mmc
+    spec:
+      containers:
+      - name: memcached
+        image: docker.io/vhiveease/memcached
+        ports:
+        - containerPort: 11211
+        env:
+          - name: MEMCACHED_CACHE_SIZE
+            value: "128"
+          - name: MEMCACHED_THREADS
+            value: "2"
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: hotel-app-mmc
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: hotel-app-mmc
+  ports:
+  - name: memcached
+    port: 11211
+    targetPort: 11211
\ No newline at end of file
diff --git a/tools/load-generator/yamls/image-rotate-go/generate-yamls.py b/tools/load-generator/yamls/image-rotate-go/generate-yamls.py
new file mode 100644
index 00000000..521789f3
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/generate-yamls.py
@@ -0,0 +1,42 @@
+import yaml
+
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-{x}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img{x}.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
+"""
+
+# List of x values
+x_values = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x)
+    filename = f"kn-image-rotate-go-{x}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/load-generator/yamls/image-rotate-go/image-rotate-database.yaml b/tools/load-generator/yamls/image-rotate-go/image-rotate-database.yaml
new file mode 100644
index 00000000..618f2ab4
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/image-rotate-database.yaml
@@ -0,0 +1,74 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: image-rotate-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: image-rotate-database
+  template:
+    metadata:
+      labels:
+        app: image-rotate-database
+    spec:
+      containers:
+      - name: database
+        image: docker.io/vhiveease/mongodb
+        ports:
+        - containerPort: 27017
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: image-rotate-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: image-rotate-database
+  ports:
+  - name: database
+    port: 27017
+    targetPort: 27017
+
+---
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: init-image-rotate-database
+spec:
+  template:
+    spec:
+      containers:
+      - name: init-image-rotate-database
+        image: docker.io/vhiveease/image-rotate-init-database:latest
+        args:
+          - --db_addr=mongodb://image-rotate-database:27017
+      restartPolicy: Never
\ No newline at end of file
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-1.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-1.yaml
new file mode 100644
index 00000000..1b6bd3af
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-1.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-1
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img1.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-10.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-10.yaml
new file mode 100644
index 00000000..9b0efc82
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-10.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img10.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-11.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-11.yaml
new file mode 100644
index 00000000..cce06c55
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-11.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-11
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img11.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-12.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-12.yaml
new file mode 100644
index 00000000..7bdbfce9
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-12.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-12
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img12.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-13.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-13.yaml
new file mode 100644
index 00000000..81a8f477
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-13.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-13
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img13.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-14.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-14.yaml
new file mode 100644
index 00000000..8734c055
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-14.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-14
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img14.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-15.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-15.yaml
new file mode 100644
index 00000000..6af63ac8
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-15.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-15
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img15.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-16.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-16.yaml
new file mode 100644
index 00000000..44e969e5
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-16.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-16
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img16.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-17.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-17.yaml
new file mode 100644
index 00000000..d2c74404
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-17.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-17
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img17.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-2.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-2.yaml
new file mode 100644
index 00000000..46df5938
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-2.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-2
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img2.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-3.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-3.yaml
new file mode 100644
index 00000000..e795f13b
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-3.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-3
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img3.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-4.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-4.yaml
new file mode 100644
index 00000000..a6e83292
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-4.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-4
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img4.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-5.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-5.yaml
new file mode 100644
index 00000000..7cfcebad
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-5.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-5
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img5.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-6.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-6.yaml
new file mode 100644
index 00000000..cd8a7598
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-6.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-6
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img6.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-7.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-7.yaml
new file mode 100644
index 00000000..2de7251f
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-7.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-7
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img7.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-8.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-8.yaml
new file mode 100644
index 00000000..73fc7421
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-8.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-8
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img8.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-9.yaml b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-9.yaml
new file mode 100644
index 00000000..505dde5b
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-go/kn-image-rotate-go-9.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-9
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img9.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/load-generator/yamls/image-rotate-python/generate-yamls.py b/tools/load-generator/yamls/image-rotate-python/generate-yamls.py
new file mode 100644
index 00000000..2d475a19
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/generate-yamls.py
@@ -0,0 +1,40 @@
+import yaml
+
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-{x}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img{x}.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
+"""
+
+# List of x values
+x_values = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    yaml_content = template_yaml.format(x=x)
+    filename = f"kn-image-rotate-python-{x}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/load-generator/yamls/image-rotate-python/image-rotate-database.yaml b/tools/load-generator/yamls/image-rotate-python/image-rotate-database.yaml
new file mode 100644
index 00000000..618f2ab4
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/image-rotate-database.yaml
@@ -0,0 +1,74 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: image-rotate-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: image-rotate-database
+  template:
+    metadata:
+      labels:
+        app: image-rotate-database
+    spec:
+      containers:
+      - name: database
+        image: docker.io/vhiveease/mongodb
+        ports:
+        - containerPort: 27017
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: image-rotate-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: image-rotate-database
+  ports:
+  - name: database
+    port: 27017
+    targetPort: 27017
+
+---
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: init-image-rotate-database
+spec:
+  template:
+    spec:
+      containers:
+      - name: init-image-rotate-database
+        image: docker.io/vhiveease/image-rotate-init-database:latest
+        args:
+          - --db_addr=mongodb://image-rotate-database:27017
+      restartPolicy: Never
\ No newline at end of file
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-1.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-1.yaml
new file mode 100644
index 00000000..ba309741
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-1.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-1
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img1.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-10.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-10.yaml
new file mode 100644
index 00000000..6d29556d
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-10.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img10.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-11.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-11.yaml
new file mode 100644
index 00000000..535a329a
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-11.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-11
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img11.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-12.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-12.yaml
new file mode 100644
index 00000000..42fc33eb
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-12.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-12
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img12.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-13.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-13.yaml
new file mode 100644
index 00000000..66553b48
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-13.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-13
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img13.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-14.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-14.yaml
new file mode 100644
index 00000000..e61c992e
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-14.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-14
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img14.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-15.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-15.yaml
new file mode 100644
index 00000000..c5a774ae
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-15.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-15
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img15.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-16.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-16.yaml
new file mode 100644
index 00000000..e3af7b04
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-16.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-16
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img16.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-17.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-17.yaml
new file mode 100644
index 00000000..270ef94f
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-17.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-17
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img17.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-2.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-2.yaml
new file mode 100644
index 00000000..5fc0badf
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-2.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-2
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img2.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-3.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-3.yaml
new file mode 100644
index 00000000..6acaeff3
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-3.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-3
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img3.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-4.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-4.yaml
new file mode 100644
index 00000000..913b09dc
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-4.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-4
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img4.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-5.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-5.yaml
new file mode 100644
index 00000000..2c7b6bbc
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-5.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-5
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img5.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-6.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-6.yaml
new file mode 100644
index 00000000..47e1dbac
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-6.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-6
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img6.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-7.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-7.yaml
new file mode 100644
index 00000000..4f252284
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-7.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-7
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img7.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-8.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-8.yaml
new file mode 100644
index 00000000..611defd2
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-8.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-8
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img8.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-9.yaml b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-9.yaml
new file mode 100644
index 00000000..66d51bad
--- /dev/null
+++ b/tools/load-generator/yamls/image-rotate-python/kn-image-rotate-python-9.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-9
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img9.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/load-generator/yamls/online-shop/database.yaml b/tools/load-generator/yamls/online-shop/database.yaml
new file mode 100644
index 00000000..3145a4cd
--- /dev/null
+++ b/tools/load-generator/yamls/online-shop/database.yaml
@@ -0,0 +1,59 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: online-shop-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: online-shop-database
+  template:
+    metadata:
+      labels:
+        app: online-shop-database
+    spec:
+      containers:
+      - name: databse
+        image: redis:alpine
+        ports:
+        - containerPort: 6379
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: online-shop-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: online-shop-database
+  ports:
+  - name: database
+    port: 6379
+    targetPort: 6379
\ No newline at end of file
diff --git a/tools/load-generator/yamls/online-shop/kn-adservice.yaml b/tools/load-generator/yamls/online-shop/kn-adservice.yaml
new file mode 100644
index 00000000..d3b52369
--- /dev/null
+++ b/tools/load-generator/yamls/online-shop/kn-adservice.yaml
@@ -0,0 +1,57 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: adservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay ---
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=9555
+            - --function-name=adservice
+            - --generator=unique
+            - --value=donuts
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-adservice:latest
+          env:
+          - name: PORT
+            value: "9555"
+          - name: DISABLE_TRACING
+            value: "1"
+          - name: DISABLE_PROFILER
+            value: "1"
+          - name: DISABLE_DEBUGGER
+            value: "1"
\ No newline at end of file
diff --git a/tools/load-generator/yamls/online-shop/kn-cartservice.yaml b/tools/load-generator/yamls/online-shop/kn-cartservice.yaml
new file mode 100644
index 00000000..e64f06e2
--- /dev/null
+++ b/tools/load-generator/yamls/online-shop/kn-cartservice.yaml
@@ -0,0 +1,60 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: cartservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=7070
+            - --function-name=cartservice
+            - --generator=unique
+            - --value=12345
+            - --function-method=AddItem
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-cartservice:latest
+          env:
+            - name: PORT
+              value: "7070"
+            - name: DISABLE_TRACING
+              value: "1"
+            - name: DISABLE_PROFILER
+              value: "1"
+            - name: DISABLE_DEBUGGER
+              value: "1"
+            - name: REDIS_ADDR
+              value: "online-shop-database:6379"
\ No newline at end of file
diff --git a/tools/load-generator/yamls/online-shop/kn-currencyservice.yaml b/tools/load-generator/yamls/online-shop/kn-currencyservice.yaml
new file mode 100644
index 00000000..11cf7dbd
--- /dev/null
+++ b/tools/load-generator/yamls/online-shop/kn-currencyservice.yaml
@@ -0,0 +1,58 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: currencyservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=7000
+            - --function-name=currencyservice
+            - --generator=unique
+            - --value=100
+            - --function-method=Convert
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-currencyservice:latest
+          env:
+          - name: PORT
+            value: "7000"
+          - name: DISABLE_TRACING
+            value: "1"
+          - name: DISABLE_PROFILER
+            value: "1"
+          - name: DISABLE_DEBUGGER
+            value: "1"
\ No newline at end of file
diff --git a/tools/load-generator/yamls/online-shop/kn-emailservice.yaml b/tools/load-generator/yamls/online-shop/kn-emailservice.yaml
new file mode 100644
index 00000000..078a0f15
--- /dev/null
+++ b/tools/load-generator/yamls/online-shop/kn-emailservice.yaml
@@ -0,0 +1,56 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: emailservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay ---
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=8080
+            - --function-name=emailservice
+            - --generator=unique
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-emailservice:latest
+          env:
+          - name: PORT
+            value: "8080"
+          - name: DISABLE_TRACING
+            value: "1"
+          - name: DISABLE_PROFILER
+            value: "1"
+          - name: DISABLE_DEBUGGER
+            value: "1"
\ No newline at end of file
diff --git a/tools/load-generator/yamls/online-shop/kn-paymentservice.yaml b/tools/load-generator/yamls/online-shop/kn-paymentservice.yaml
new file mode 100644
index 00000000..f1e43bac
--- /dev/null
+++ b/tools/load-generator/yamls/online-shop/kn-paymentservice.yaml
@@ -0,0 +1,57 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: paymentservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay ---
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=paymentservice
+            - --generator=unique
+            - --value=100
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-paymentservice:latest
+          env:
+          - name: PORT
+            value: "50051"
+          - name: DISABLE_TRACING
+            value: "1"
+          - name: DISABLE_PROFILER
+            value: "1"
+          - name: DISABLE_DEBUGGER
+            value: "1"
\ No newline at end of file
diff --git a/tools/load-generator/yamls/online-shop/kn-productcatalogservice.yaml b/tools/load-generator/yamls/online-shop/kn-productcatalogservice.yaml
new file mode 100644
index 00000000..1ad2296a
--- /dev/null
+++ b/tools/load-generator/yamls/online-shop/kn-productcatalogservice.yaml
@@ -0,0 +1,58 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: productcatalogservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay ---
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=3550
+            - --function-name=productcatalogservice
+            - --generator=unique
+            - --value=loremipsum
+            - --function-method=ListProducts
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-productcatalogservice:latest
+          env:
+          - name: PORT
+            value: "3550"
+          - name: DISABLE_TRACING
+            value: "1"
+          - name: DISABLE_PROFILER
+            value: "1"
+          - name: DISABLE_DEBUGGER
+            value: "1"
\ No newline at end of file
diff --git a/tools/load-generator/yamls/online-shop/kn-shippingservice.yaml b/tools/load-generator/yamls/online-shop/kn-shippingservice.yaml
new file mode 100644
index 00000000..f982505e
--- /dev/null
+++ b/tools/load-generator/yamls/online-shop/kn-shippingservice.yaml
@@ -0,0 +1,57 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: shippingservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay ---
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=shippingservice
+            - --generator=unique
+            - --function-method=ShipOrder
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-shippingservice:latest
+          env:
+          - name: PORT
+            value: "50051"
+          - name: DISABLE_TRACING
+            value: "1"
+          - name: DISABLE_PROFILER
+            value: "1"
+          - name: DISABLE_DEBUGGER
+            value: "1"
\ No newline at end of file
diff --git a/tools/load-generator/yamls/rnn-serving/generate-yamls.py b/tools/load-generator/yamls/rnn-serving/generate-yamls.py
new file mode 100644
index 00000000..17a66706
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/generate-yamls.py
@@ -0,0 +1,45 @@
+import yaml
+
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
+"""
+
+# List of x values
+x_values = [1, 5, 10, 20, 45, 100, 200, 300, 450, 700, 1000, 1500, 2000, 2500, 3000, 4500, 7000, 8500, 10000, 12000, 14000, 16000, 18000, 20000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-rnn-serving-python-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-1-1.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-1-1.yaml
new file mode 100644
index 00000000..d3ac53e9
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-1-1.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-1-1
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=1
+            - --upperBound=1
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-10-10.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-10-10.yaml
new file mode 100644
index 00000000..4b2f30f2
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-10-10.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-100-101.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-100-101.yaml
new file mode 100644
index 00000000..c34700c5
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-100-101.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-100-101
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=100
+            - --upperBound=101
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-1000-1010.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-1000-1010.yaml
new file mode 100644
index 00000000..4c9e8119
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-1000-1010.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-10000-10100.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-10000-10100.yaml
new file mode 100644
index 00000000..7e6f684e
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-10000-10100.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-12000-12120.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-12000-12120.yaml
new file mode 100644
index 00000000..160b79d3
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-12000-12120.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-12000-12120
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=12000
+            - --upperBound=12120
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-14000-14140.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-14000-14140.yaml
new file mode 100644
index 00000000..25468664
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-14000-14140.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-14000-14140
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=14000
+            - --upperBound=14140
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-1500-1515.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-1500-1515.yaml
new file mode 100644
index 00000000..31e55556
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-1500-1515.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-1500-1515
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=1500
+            - --upperBound=1515
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-16000-16160.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-16000-16160.yaml
new file mode 100644
index 00000000..8bc24345
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-16000-16160.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-16000-16160
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=16000
+            - --upperBound=16160
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-18000-18180.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-18000-18180.yaml
new file mode 100644
index 00000000..5b1820a2
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-18000-18180.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-18000-18180
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=18000
+            - --upperBound=18180
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-20-20.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-20-20.yaml
new file mode 100644
index 00000000..fecd98a1
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-20-20.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-20-20
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=20
+            - --upperBound=20
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-200-202.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-200-202.yaml
new file mode 100644
index 00000000..f380b0e9
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-200-202.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-200-202
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=200
+            - --upperBound=202
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-2000-2020.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-2000-2020.yaml
new file mode 100644
index 00000000..3d6ca443
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-2000-2020.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-2000-2020
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=2000
+            - --upperBound=2020
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-20000-20200.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-20000-20200.yaml
new file mode 100644
index 00000000..6dd94bae
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-20000-20200.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-2500-2525.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-2500-2525.yaml
new file mode 100644
index 00000000..b0858921
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-2500-2525.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-2500-2525
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=2500
+            - --upperBound=2525
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-300-303.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-300-303.yaml
new file mode 100644
index 00000000..7e46b2e9
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-300-303.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-300-303
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=300
+            - --upperBound=303
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-3000-3030.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-3000-3030.yaml
new file mode 100644
index 00000000..83a7951b
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-3000-3030.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-3000-3030
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=3000
+            - --upperBound=3030
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-45-45.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-45-45.yaml
new file mode 100644
index 00000000..e52a5c44
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-45-45.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-45-45
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=45
+            - --upperBound=45
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-450-454.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-450-454.yaml
new file mode 100644
index 00000000..15fac635
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-450-454.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-450-454
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=450
+            - --upperBound=454
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-4500-4545.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-4500-4545.yaml
new file mode 100644
index 00000000..18b9736b
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-4500-4545.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-5-5.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-5-5.yaml
new file mode 100644
index 00000000..5d97e2dd
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-5-5.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-5-5
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=5
+            - --upperBound=5
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-700-707.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-700-707.yaml
new file mode 100644
index 00000000..6535e910
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-700-707.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-700-707
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=700
+            - --upperBound=707
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-7000-7070.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-7000-7070.yaml
new file mode 100644
index 00000000..b1304e04
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-7000-7070.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-7000-7070
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=7000
+            - --upperBound=7070
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-8500-8585.yaml b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-8500-8585.yaml
new file mode 100644
index 00000000..0692505b
--- /dev/null
+++ b/tools/load-generator/yamls/rnn-serving/kn-rnn-serving-python-8500-8585.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-8500-8585
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=8500
+            - --upperBound=8585
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/load-generator/yamls/video-analytics-standalone/generate-yamls.py b/tools/load-generator/yamls/video-analytics-standalone/generate-yamls.py
new file mode 100644
index 00000000..6316a226
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/generate-yamls.py
@@ -0,0 +1,43 @@
+import yaml
+
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-{x}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames={x}
+
+"""
+
+# List of x values
+x_values = [1, 2, 5, 10, 20, 30, 40, 50, 60, 70, 85, 100, 200, 300, 400, 500, 600, 700, 800, 900]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    yaml_content = template_yaml.format(x=x)
+    filename = f"kn-video-analytics-standalone-python-{x}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-1.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-1.yaml
new file mode 100644
index 00000000..3ff8796c
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-1.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-1
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=1
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-10.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-10.yaml
new file mode 100644
index 00000000..9ed1b0c5
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-10.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=10
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-100.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-100.yaml
new file mode 100644
index 00000000..a9800b03
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-100.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=100
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-2.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-2.yaml
new file mode 100644
index 00000000..16664d2f
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-2.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-2
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=2
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-20.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-20.yaml
new file mode 100644
index 00000000..5e404ade
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-20.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-20
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=20
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-200.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-200.yaml
new file mode 100644
index 00000000..6d0b11f8
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-200.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=200
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-30.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-30.yaml
new file mode 100644
index 00000000..4e14622a
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-30.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-30
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=30
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-300.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-300.yaml
new file mode 100644
index 00000000..645fb8b7
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-300.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-300
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=300
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-40.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-40.yaml
new file mode 100644
index 00000000..878d90d9
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-40.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-40
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=40
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-400.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-400.yaml
new file mode 100644
index 00000000..603a6e5a
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-400.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-400
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=400
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-5.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-5.yaml
new file mode 100644
index 00000000..1c54a1aa
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-5.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-5
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=5
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-50.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-50.yaml
new file mode 100644
index 00000000..952c7673
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-50.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-50
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=50
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-500.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-500.yaml
new file mode 100644
index 00000000..aee11b3b
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-500.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=500
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-60.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-60.yaml
new file mode 100644
index 00000000..c25a6899
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-60.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-60
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=60
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-600.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-600.yaml
new file mode 100644
index 00000000..2f2c474d
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-600.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-600
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=600
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-70.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-70.yaml
new file mode 100644
index 00000000..6531d0c1
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-70.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-70
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=70
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-700.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-700.yaml
new file mode 100644
index 00000000..579a5656
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-700.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=700
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-800.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-800.yaml
new file mode 100644
index 00000000..e744ea83
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-800.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-800
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=800
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-85.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-85.yaml
new file mode 100644
index 00000000..5142760f
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-85.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-85
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=85
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-900.yaml b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-900.yaml
new file mode 100644
index 00000000..0959ec5b
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-900.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-900
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=900
+
diff --git a/tools/load-generator/yamls/video-analytics-standalone/video-analytics-standalone-database.yaml b/tools/load-generator/yamls/video-analytics-standalone/video-analytics-standalone-database.yaml
new file mode 100644
index 00000000..058944e4
--- /dev/null
+++ b/tools/load-generator/yamls/video-analytics-standalone/video-analytics-standalone-database.yaml
@@ -0,0 +1,74 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: video-analytics-standalone-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: video-analytics-standalone-database
+  template:
+    metadata:
+      labels:
+        app: video-analytics-standalone-database
+    spec:
+      containers:
+      - name: database
+        image: docker.io/vhiveease/mongodb
+        ports:
+        - containerPort: 27017
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: video-analytics-standalone-database
+  ports:
+  - name: database
+    port: 27017
+    targetPort: 27017
+
+---
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: init-video-analytics-standalone-database
+spec:
+  template:
+    spec:
+      containers:
+      - name: init-video-analytics-standalone-database
+        image: docker.io/vhiveease/video-analytics-standalone-init-database:latest
+        args:
+          - --db_addr=mongodb://video-analytics-standalone-database:27017
+      restartPolicy: Never
\ No newline at end of file
diff --git a/tools/load-generator/yamls/video-processing/generate-yamls.py b/tools/load-generator/yamls/video-processing/generate-yamls.py
new file mode 100644
index 00000000..b845233a
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/generate-yamls.py
@@ -0,0 +1,43 @@
+import yaml
+
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-{x}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames={x}
+"""
+
+# List of x values
+x_values = [10, 20, 45, 70, 100, 200, 320, 450, 700, 1000, 1500, 2000, 3000, 4000, 5000, 6000, 7000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x)
+    filename = f"kn-video-processing-python-{x}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-10.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-10.yaml
new file mode 100644
index 00000000..7f41e04f
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-10.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=10
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-100.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-100.yaml
new file mode 100644
index 00000000..c6646921
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-100.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=100
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-1000.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-1000.yaml
new file mode 100644
index 00000000..d4553ffb
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-1000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-1000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=1000
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-1500.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-1500.yaml
new file mode 100644
index 00000000..a2e3f596
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-1500.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-1500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=1500
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-20.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-20.yaml
new file mode 100644
index 00000000..e7e98ba2
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-20.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-20
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=20
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-200.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-200.yaml
new file mode 100644
index 00000000..78fe8de7
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-200.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=200
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-2000.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-2000.yaml
new file mode 100644
index 00000000..0b15c34d
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-2000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-2000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=2000
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-3000.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-3000.yaml
new file mode 100644
index 00000000..41e62acf
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-3000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-3000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=3000
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-320.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-320.yaml
new file mode 100644
index 00000000..36c6a4f8
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-320.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-320
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=320
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-4000.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-4000.yaml
new file mode 100644
index 00000000..ca0cefef
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-4000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-4000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=4000
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-45.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-45.yaml
new file mode 100644
index 00000000..109fb50a
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-45.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-45
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=45
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-450.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-450.yaml
new file mode 100644
index 00000000..5a67314e
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-450.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=450
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-5000.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-5000.yaml
new file mode 100644
index 00000000..f9606e74
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-5000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-5000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=5000
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-6000.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-6000.yaml
new file mode 100644
index 00000000..0cba4805
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-6000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-6000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=6000
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-70.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-70.yaml
new file mode 100644
index 00000000..cade7cb5
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-70.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-70
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=70
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-700.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-700.yaml
new file mode 100644
index 00000000..0af58f21
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-700.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=700
diff --git a/tools/load-generator/yamls/video-processing/kn-video-processing-python-7000.yaml b/tools/load-generator/yamls/video-processing/kn-video-processing-python-7000.yaml
new file mode 100644
index 00000000..5f6cc6e5
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/kn-video-processing-python-7000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-7000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=7000
diff --git a/tools/load-generator/yamls/video-processing/video-processing-database.yaml b/tools/load-generator/yamls/video-processing/video-processing-database.yaml
new file mode 100644
index 00000000..c2bee156
--- /dev/null
+++ b/tools/load-generator/yamls/video-processing/video-processing-database.yaml
@@ -0,0 +1,74 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: video-processing-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: video-processing-database
+  template:
+    metadata:
+      labels:
+        app: video-processing-database
+    spec:
+      containers:
+      - name: database
+        image: docker.io/vhiveease/mongodb
+        ports:
+        - containerPort: 27017
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: video-processing-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: video-processing-database
+  ports:
+  - name: database
+    port: 27017
+    targetPort: 27017
+
+---
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: init-video-processing-database
+spec:
+  template:
+    spec:
+      containers:
+      - name: init-video-processing-database
+        image: docker.io/vhiveease/video-processing-init-database:latest
+        args:
+          - --db_addr=mongodb://video-processing-database:27017
+      restartPolicy: Never
\ No newline at end of file
diff --git a/tools/profiler/README.md b/tools/profiler/README.md
new file mode 100644
index 00000000..4c7f9d0b
--- /dev/null
+++ b/tools/profiler/README.md
@@ -0,0 +1,150 @@
+# Profiler 
+
+This directory contains the profiling tool that profiles the CPU, memory utilization and duration of the benchmark functions. It reads the target functions (and their configurations) specified inside the input file (`config.json` by default) and then writes the profiles to an output file (`profile.json` by default) for further analysis. There are runtime arguments (e.g., RPS or requests-per-second target, experiment duration, sampling frequency) that you can specify if necessary.
+
+## Setup:
+The profiler utilizes the single node stock-only cluster setup as per [vHive quickstart guide](https://github.com/vhive-serverless/vhive/blob/main/docs/quickstart_guide.md) and [vHive developer guide](https://github.com/vhive-serverless/vHive/blob/main/docs/developers_guide.md). Currently, the tool can profile only _Serving Functions_ that are _NOT Pipelined_.
+
+### Following functions can be profiled:
+* `aes-go`, `aes-go-tracing`, `aes-python`, `aes-python-tracing`, `aes-nodejs`, `aes-nodejs-tracing`
+* `auth-go`, `auth-go-tracing`, `auth-python`, `auth-python-tracing`, `auth-nodejs`, `auth-nodejs-tracing`
+* `fibonacci-go`, `fibonacci-go-tracing`, `fibonacci-python`, `fibonacci-python-tracing`, `fibonacci-nodejs`, `fibonacci-nodejs-tracing`
+* `gptj-python`
+* `hotel-app-geo`, `hotel-app-profile`, `hotel-app-recommendation`, `hotel-app-reservation`, `hotel-app-user`, `hotel-app-geo-tracing`
+* `adservice`, `cartservice`, `currencyservice`, `emailservice`, `paymentservice`, `productcatalogservice`, `shippingservice`
+### Following functions cannot be profiled:
+* `chained-function-eventing`: Eventing functions cannot be profiled
+* `video-analytics`, `chained-function-serving`, `hotel-app:rate`, `hotel-app:search`, `hotel-app:search-tracing`, `onlineshop:checkoutservice`, `onlineshop:recommendationservice` : Pipelined functions cannot be profiled. 
+
+### Python packages
+```bash
+pip3 install -r requirements.txt
+```
+
+## Profiling
+
+```bash
+python3 main.py profile -h
+usage: main.py profile [-h] [-dbg bool] [-metset path] [-yaml path] [-build path] [-config path] [-o path]
+                       [-rps float] [-iter integer] [-dur float]
+
+optional arguments:
+  -h, --help            show this help message and exit
+  -dbg bool, --dbg bool
+                        Set logger level to debug. Default: False
+  -metset path, --metrics_server path
+                        Path to Metrics Server YAML deployment file. Default: metrics-server/components.yaml
+  -build path, --build path
+                        Path to build files. Temporary location to build. Default: build
+  -config path, --config_file path
+                        Config file location. Default: config.json
+  -o path, --output_json path
+                        Output file location. Default: profile.json
+  -rps float, --rps float
+                        RPS at which functions must be invoked. Default: 0.2
+  -iter integer, --sample_iter integer
+                        Number of sample iterations. Default: 5
+  -dur float, --run_duration float
+                        Run Duration. Default: 100
+```
+
+### Command:
+```bash
+python3 main.py profile
+```
+
+The functions to be profiled are stored in an input JSON file named `config.json` by default(the user can utilize `-config` or `--config_file` to change this argument). The standard structure of this file is a list of json objects: a list of `predeployment-commands`, `postdeployment-commands` and `yaml-location`. 
+
+An example input file can look like this:
+```json
+[
+  {
+    "yaml-location": "../../benchmarks/aes/yamls/knative/kn-aes-go.yaml",
+    "predeployment-commands": [],
+    "postdeployment-commands": []
+  },
+  {
+      "yaml-location": "../../benchmarks/hotel-app/yamls/knative/kn-recommendation.yaml",
+      "predeployment-commands": [
+          "kubectl apply -f ../../benchmarks/hotel-app/yamls/knative/database.yaml",
+          "kubectl apply -f ../../benchmarks/hotel-app/yamls/knative/memcached.yaml"
+      ],
+      "postdeployment-commands": []
+  }
+]
+```
+During deployment of the function to be profiled, the list of commands in `predeployment-commands` will be executed, followed by `kubectl apply -f <yaml-location>` and finally, the commands mentioned in `postdeployment-commands` will be executed. If `predeployment-commands` or `postdeployment-commands` objects are not included, no command will be executed pre or post the `kubectl apply` command. 
+
+The profiles of the functions are stored in an output JSON file, named `profile.json` by default(the user can utilize `-o` or `--output_json` to change this argument). The generated profile contains the percentile averages of the CPU(millicpu), memory utilization(MiB) and the durations(milliseconds) of the function invocations.
+
+An example output profile file can look like this
+```json
+{
+    "aes-go": {
+        "name": "aes-go",
+        "yaml": "../../benchmarks/aes/yamls/knative/kn-aes-go.yaml",
+        "cpu": {
+            "0-percentile": 3.0,
+            "1-percentile": 3.0,
+            "5-percentile": 3.0,
+            "25-percentile": 3.0,
+            "50-percentile": 3.0,
+            "75-percentile": 3.067513368983957,
+            "95-percentile": 3.2592044134727063,
+            "99-percentile": 3.3013636363636363,
+            "100-percentile": 3.3181818181818183
+        },
+        "memory": {
+            "0-percentile": 18.0,
+            "1-percentile": 18.0,
+            "5-percentile": 18.35833333333333,
+            "25-percentile": 21.039772727272727,
+            "50-percentile": 22.798418972332016,
+            "75-percentile": 23.84157754010695,
+            "95-percentile": 24.490853658536587,
+            "99-percentile": 24.625681818181818,
+            "100-percentile": 24.65909090909091
+        },
+        "duration": {
+            "0-percentile": 0.584,
+            "1-percentile": 0.5921066666666667,
+            "5-percentile": 0.6337438888888888,
+            "25-percentile": 0.6867670289855072,
+            "50-percentile": 0.7153520757020757,
+            "75-percentile": 0.7434741830065361,
+            "95-percentile": 0.7660032945736434,
+            "99-percentile": 0.7746408364195596,
+            "100-percentile": 0.7849611111111113
+        }
+    }
+}
+```
+
+The tool runs the `invoker` at a steady RPS (0.2 requests-per-second by default) and simultaneously monitors the CPU and memory utilization of the pod of the function being profiled. Ensure that the `invoker` binary exists. Users can utilize `-rps` or `--rps` to change the invocation rate, but it is highly recommended that the RPS < 0.5 to avoid creating multiple pod instances (as it might interfere with the profiling). The duration of the experiment can be changed using `-dur` or `--run_duration` flags. Users can also change the number of CPU and memory sampling points using `-iter` or `--sample_iter` flags. 
+
+The profiling tool utilizes the `kubectl top command` to measure the CPU and memory utilization of the functions. This command requires `metrics-server` to be deployed. The YAML file for metrics-server is located at `./metrics-server/components.yaml` (User can utilize `-metset` or `--metrics_server` to change this path). The metrics-server is configured to monitor the utilization every 15 seconds. Hence, it is recommended that the number of sampling points be given such that the time between samples(duration/sample_iter) is greater than 15s to avoid oversampling. 
+
+## Plotting
+
+```bash
+python3 main.py plot -h
+usage: main.py plot [-h] [-i path] [-o path]
+
+optional arguments:
+  -h, --help            show this help message and exit
+  -i path, --stat_file path
+                        JSON file where profile details are stored
+  -o path, --png_folder path
+                        Output folder where plots are stored
+```
+
+The tool can also plot the generated profiles as a histogram. The command takes the `profile.json` file (`-i` or `--stat_file`) created during the profiling process as input and saves the histogram PNG files at the `png/` folder (`-o` or `--png_folder` flags) 
+
+Example:
+### Command:
+```bash
+python3 main.py plot
+```
+![image](https://github.com/vhive-serverless/vSwarm/assets/70060966/c10ef1a0-6586-4924-b7b3-112d85b05da3)
+![image](https://github.com/vhive-serverless/vSwarm/assets/70060966/f16fbc0a-036c-4f0f-b7e7-d5e75c1cab82)
+
diff --git a/tools/profiler/config.json b/tools/profiler/config.json
new file mode 100644
index 00000000..a52027d8
--- /dev/null
+++ b/tools/profiler/config.json
@@ -0,0 +1,1154 @@
+[
+    {
+        "yaml-location": "./yamls/compression/kn-compression-python-txt.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/compression/compression-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/compression/kn-compression-python-img-1.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/compression/compression-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/compression/kn-compression-python-img-2.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/compression/compression-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/compression/kn-compression-python-vid.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/compression/compression-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-10-10.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-100-101.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-500-505.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-1000-1010.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-2000-2020.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-4500-4545.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-7000-7070.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-10000-10100.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-20000-20200.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-45000-45450.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-70000-70700.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-100000-101000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-200000-202000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-450000-454500.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-700000-707000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-nodejs/kn-aes-nodejs-1000000-1010000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10-10.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000-1010.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-nodejs/kn-fibonacci-nodejs-4500-4545.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10000-10100.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-nodejs/kn-fibonacci-nodejs-20000-20200.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-nodejs/kn-fibonacci-nodejs-45000-45450.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-nodejs/kn-fibonacci-nodejs-70000-70700.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-nodejs/kn-fibonacci-nodejs-100000-101000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-nodejs/kn-fibonacci-nodejs-200000-202000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-nodejs/kn-fibonacci-nodejs-450000-454500.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-nodejs/kn-fibonacci-nodejs-700000-707000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000000-1010000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-1.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-2.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-5.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-10.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-20.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-30.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-40.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-50.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-60.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-70.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-85.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-100.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-200.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-300.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-400.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-500.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-600.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-700.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-800.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/video-analytics-standalone/kn-video-analytics-standalone-python-900.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/video-analytics-standalone/video-analytics-standalone-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-10-10.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-100-101.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-500-505.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-1000-1010.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-2000-2020.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-4500-4545.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-7000-7070.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-10000-10100.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-20000-20200.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-45000-45450.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-70000-70700.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-100000-101000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-200000-202000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-450000-454500.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-700000-707000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-go/kn-aes-go-1000000-1010000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/auth/kn-auth-go.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/auth/kn-auth-python.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/auth/kn-auth-nodejs.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-10-10.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-100-101.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-500-505.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-1000-1010.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-2000-2020.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-4500-4545.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-7000-7070.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-10000-10100.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-20000-20200.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-45000-45450.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-70000-70700.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-100000-101000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-200000-202000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-450000-454500.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/aes-python/kn-aes-python-700000-707000.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-10-10.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-1000-1010.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-4500-4545.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-10000-10100.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-20000-20200.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-45000-45450.yaml",
+        "predeployment-commands": [],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/fibonacci-python/kn-fibonacci-python-70000-70700.yaml",
+        "predeployment-commands": [],
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+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-15.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-16.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/image-rotate-python/kn-image-rotate-python-17.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/image-rotate-python/image-rotate-database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-adservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-cartservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-currencyservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-emailservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-paymentservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-productcatalogservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    },
+    {
+        "yaml-location": "./yamls/online-shop/kn-shippingservice.yaml",
+        "predeployment-commands": [
+            "kubectl apply -f ./yamls/online-shop/database.yaml"
+        ],
+        "postdeployment-commands": []
+    }
+]
\ No newline at end of file
diff --git a/tools/profiler/log_config.py b/tools/profiler/log_config.py
new file mode 100644
index 00000000..80437075
--- /dev/null
+++ b/tools/profiler/log_config.py
@@ -0,0 +1,37 @@
+import logging
+
+class CustomFormatter(logging.Formatter):
+
+    blue = "\x1b[34;20m"
+    green = "\x1b[32;20m"
+    grey = "\x1b[38;20m"
+    yellow = "\x1b[33;20m"
+    red = "\x1b[31;20m"
+    bold_red = "\x1b[31;1m"
+    bold_red_white_bg = "\x1b[1;37;41m"
+    reset = "\x1b[0m"
+    format = "%(asctime)s - %(levelname)s - (%(filename)s:%(lineno)d) - %(message)s"
+
+    FORMATS = {
+        logging.DEBUG: grey + format + reset,
+        logging.INFO: green + format + reset,
+        logging.WARNING: yellow + format + reset,
+        logging.ERROR: red + format + reset,
+        logging.CRITICAL: bold_red_white_bg + format + reset,
+    }
+
+    def format(self, record):
+        log_fmt = self.FORMATS.get(record.levelno)
+        formatter = logging.Formatter(log_fmt)
+        return formatter.format(record)
+
+
+log = logging.getLogger("Benchmark")
+log.setLevel(logging.INFO)
+ch = logging.StreamHandler()
+ch.setFormatter(CustomFormatter())
+log.addHandler(ch)
+
+def setLogLevel(level: str) -> None:
+    if (level == "INFO"): log.setLevel(logging.INFO)
+    elif (level == "DEBUG"): log.setLevel(logging.DEBUG)
\ No newline at end of file
diff --git a/tools/profiler/main.py b/tools/profiler/main.py
new file mode 100644
index 00000000..923512b5
--- /dev/null
+++ b/tools/profiler/main.py
@@ -0,0 +1,338 @@
+import os
+import sys
+
+import json
+import glob
+import threading
+
+from log_config import *
+import argparse
+
+from profiler.deployer import *
+from profiler.profiler import *
+from profiler.plot_stats import *
+
+
+def run_and_collect_stats(args):
+    """
+    This function deploys the services, collects the statistics and outputs in JSON format
+    """
+
+    if (args.dbg == "True" or args.dbg == "true" or args.dbg == True): setLogLevel("DEBUG")
+    else: setLogLevel("INFO") 
+
+    metrics_server_loc = args.metrics_server
+    invoker_binary_path = args.invoker
+    build_folder = args.build
+    config_file = args.config_file
+    output_file = args.output_json
+
+    rps = float(args.rps)
+    iterations = int(args.sample_iter)
+    run_duration = float(args.run_duration)
+    sample_time_period = run_duration / iterations
+
+    # Check whether shell path is bash
+    err = check_shell_path()
+    if err != 0:
+        log.critical(f"Statistics collection failed")
+        return
+
+    # Check whether Metrics Server is deployed or not
+    run_metrics = False
+    if os.path.exists(metrics_server_loc):
+        err = deploy_metrics_server(metrics_server_loc)
+        if err != 0:
+            log.critical(
+                f"Metrics Server YAML file not found. CPU and Memory metrics are not obtained"
+            )
+        else:
+            run_metrics = True
+    else:
+        log.critical(
+            f"Metrics Server YAML file not found. CPU and Memory metrics are not obtained"
+        )
+
+    functions = []
+
+    # Check whether the config file exists or not
+    # If exists, then obtain information from that
+    if os.path.exists(config_file):
+        log.info(f"Config file {config_file} exists. Accessing information")
+        try:
+            with open(config_file, "r") as jf:
+                data = json.load(jf)
+            for function_dict in data:
+                function = {}
+                try:
+                    function["yaml-location"] = function_dict["yaml-location"]
+                except:
+                    continue
+                try:
+                    function["predeployment-commands"] = function_dict[
+                        "predeployment-commands"
+                    ]
+                except:
+                    function["predeployment-commands"] = []
+                try:
+                    function["postdeployment-commands"] = function_dict[
+                        "postdeployment-commands"
+                    ]
+                except:
+                    function["postdeployment-commands"] = []
+                functions.append(function)
+            utilize_config_file = True
+        except Exception as e:
+            log.critical(f"Config file {config_file} cannot be read")
+            return
+    else:
+        log.critical(f"Config file {config_file} cannot be read")
+        return
+
+    stats = {}
+
+    # Collect stats for all the functions
+    for f in functions:
+
+        # Delete all services
+        delete_all_services()
+
+        # The folder within build directory where build and data files will be stored
+        yaml_name = os.path.basename(f["yaml-location"]).replace(".yaml", "")
+
+        # Deploy the service
+        function_name, err = deploy_service(
+            yaml_filename=f["yaml-location"],
+            predeployment_commands=f["predeployment-commands"],
+            postdeployment_commands=f["postdeployment-commands"],
+            build_shell_scripts_location=f"{build_folder}/{yaml_name}",
+        )
+        if err != 0:
+            continue
+        else:
+            stats[f"{function_name}"] = {}
+            stats[f"{function_name}"]["name"] = function_name
+            stats[f"{function_name}"]["yaml"] = f["yaml-location"]
+
+        # Collect the endpoint
+        _, err = get_endpoint(
+            function_name=function_name,
+            endpoint_file_location=f"{build_folder}/{yaml_name}",
+        )
+        if err != 0:
+            continue
+
+        # Run invoker in the background
+        run_invoker_in_background = threading.Thread(
+            target=run_invoker,
+            args=(
+                invoker_binary_path,
+                f"{build_folder}/{yaml_name}",
+                f"{build_folder}/{yaml_name}",
+                f"{build_folder}/{yaml_name}",
+                rps,
+                run_duration,
+            ),
+        )
+        run_invoker_in_background.start()
+
+        # Start collecting data from metrics server
+        if run_metrics:
+            pod_name, _, _, _ = get_metrics_server_data(
+                function_name=function_name,
+                run_duration=run_duration,
+                sample_time_period=sample_time_period,
+                memory_txt_location=f"{build_folder}/{yaml_name}",
+                cpu_txt_location=f"{build_folder}/{yaml_name}",
+            )
+
+        # Join the invoker
+        run_invoker_in_background.join()
+
+        # collect the stats
+        data, _ = collect_stats(
+            function_name=function_name,
+            duration_txt_location=f"{build_folder}/{yaml_name}",
+            memory_txt_location=f"{build_folder}/{yaml_name}",
+            cpu_txt_location=f"{build_folder}/{yaml_name}",
+        )
+        stats[f"{function_name}"]["cpu"] = data["cpu"]
+        stats[f"{function_name}"]["memory"] = data["memory"]
+        stats[f"{function_name}"]["duration"] = data["duration"]
+
+        # Delete all services
+        delete_all_services()
+
+        if pod_name != None:
+            _ = delete_pod(pod_name=pod_name)
+            _ = wait_until_pod_is_deleted(pod_name=pod_name)
+
+
+    with open(output_file, "w") as json_file:
+        json.dump(stats, json_file, indent=4)
+
+    log.info(f"Function profiles written to {output_file} JSON file")
+
+
+def plot_stat(args):
+    """
+    This function plots the collected statistics and output PNG files
+    """
+
+    input_stats = args.stat_file
+    output_folder = args.png_folder
+
+    memory = []
+    cpu = []
+    duration = []
+
+    # Check whether the stat file exists or not
+    # If exists, then obtain information from that
+    if os.path.exists(input_stats):
+        log.info(f"Stat file {input_stats} exists. Accessing information")
+        try:
+            with open(input_stats, "r") as jf:
+                stats = json.load(jf)
+            for function in stats.values():
+                memory.append(function["memory"]["75-percentile"])
+                cpu.append(function["cpu"]["75-percentile"])
+                duration.append(function["duration"]["75-percentile"])
+        except Exception as e:
+            log.critical(f"Stat file {input_stats} cannot be read. Error: {e}")
+            return
+    else:
+        log.critical(f"Stat file {input_stats} not found")
+        return
+
+    # Write the output pngs to the request folder 
+    # Check whether folder exists or not
+    if not os.path.exists(output_folder):
+        log.info(f"{output_folder} directory does not exist.")
+        os.makedirs(output_folder)
+        log.info(f"{output_folder} directory created")
+    else:
+        pass
+
+    plot_histograms(memory=memory, duration=duration, cpu=cpu, output_folder=output_folder)
+
+
+
+
+
+def main():
+
+    parser = argparse.ArgumentParser()
+    subparser = parser.add_subparsers(dest="cmd")
+
+    collect_parser = subparser.add_parser("profile")
+
+    collect_parser.add_argument(
+        "-dbg",
+        "--dbg",
+        metavar="bool",
+        required=False,
+        default=False,
+        help="Set logger level to debug",
+    )
+    collect_parser.add_argument(
+        "-metset",
+        "--metrics_server",
+        metavar="path",
+        required=False,
+        default="metrics-server/components.yaml",
+        help="Path to Metrics Server YAML deployment file",
+    )
+    collect_parser.add_argument(
+        "-invoker",
+        "--invoker",
+        metavar="path",
+        required=False,
+        default="../invoker/invoker",
+        help="Path to invoker binary",
+    )
+    collect_parser.add_argument(
+        "-build",
+        "--build",
+        metavar="path",
+        required=False,
+        default="build",
+        help="Path to build files. Temporary location to build",
+    )
+    collect_parser.add_argument(
+        "-config",
+        "--config_file",
+        metavar="path",
+        required=False,
+        default="config.json",
+        help="Config file location",
+    )
+    collect_parser.add_argument(
+        "-o",
+        "--output_json",
+        metavar="path",
+        required=False,
+        default="profile.json",
+        help="Output file location",
+    )
+
+    collect_parser.add_argument(
+        "-rps",
+        "--rps",
+        metavar="float",
+        type=float,
+        required=False,
+        default=0.2,
+        help="RPS at which functions must be invoked",
+    )
+    collect_parser.add_argument(
+        "-iter",
+        "--sample_iter",
+        metavar="integer",
+        type=int,
+        required=False,
+        default=5,
+        help="Number of sample iterations",
+    )
+    collect_parser.add_argument(
+        "-dur",
+        "--run_duration",
+        metavar="float",
+        type=float,
+        required=False,
+        default=100,
+        help="Run Duration",
+    )
+
+
+    plot_parser = subparser.add_parser("plot")
+    
+    plot_parser.add_argument(
+        "-i",
+        "--stat_file",
+        metavar="path",
+        required=False,
+        default="profile.json",
+        help="JSON file where profile details are stored",
+    )
+
+    plot_parser.add_argument(
+        "-o",
+        "--png_folder",
+        metavar="path",
+        required=False,
+        default="png",
+        help="Output folder where plots are stored",
+    )
+
+
+    args = parser.parse_args()
+
+    if args.cmd == "profile":
+        run_and_collect_stats(args)
+
+    elif args.cmd == "plot":
+        plot_stat(args)
+
+
+if __name__ == "__main__":
+    sys.exit(main())
\ No newline at end of file
diff --git a/tools/profiler/metrics-server/components.yaml b/tools/profiler/metrics-server/components.yaml
new file mode 100644
index 00000000..0831ba32
--- /dev/null
+++ b/tools/profiler/metrics-server/components.yaml
@@ -0,0 +1,197 @@
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  labels:
+    k8s-app: metrics-server
+  name: metrics-server
+  namespace: kube-system
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRole
+metadata:
+  labels:
+    k8s-app: metrics-server
+    rbac.authorization.k8s.io/aggregate-to-admin: "true"
+    rbac.authorization.k8s.io/aggregate-to-edit: "true"
+    rbac.authorization.k8s.io/aggregate-to-view: "true"
+  name: system:aggregated-metrics-reader
+rules:
+- apiGroups:
+  - metrics.k8s.io
+  resources:
+  - pods
+  - nodes
+  verbs:
+  - get
+  - list
+  - watch
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRole
+metadata:
+  labels:
+    k8s-app: metrics-server
+  name: system:metrics-server
+rules:
+- apiGroups:
+  - ""
+  resources:
+  - nodes/metrics
+  verbs:
+  - get
+- apiGroups:
+  - ""
+  resources:
+  - pods
+  - nodes
+  verbs:
+  - get
+  - list
+  - watch
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: RoleBinding
+metadata:
+  labels:
+    k8s-app: metrics-server
+  name: metrics-server-auth-reader
+  namespace: kube-system
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: Role
+  name: extension-apiserver-authentication-reader
+subjects:
+- kind: ServiceAccount
+  name: metrics-server
+  namespace: kube-system
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  labels:
+    k8s-app: metrics-server
+  name: metrics-server:system:auth-delegator
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: ClusterRole
+  name: system:auth-delegator
+subjects:
+- kind: ServiceAccount
+  name: metrics-server
+  namespace: kube-system
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  labels:
+    k8s-app: metrics-server
+  name: system:metrics-server
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: ClusterRole
+  name: system:metrics-server
+subjects:
+- kind: ServiceAccount
+  name: metrics-server
+  namespace: kube-system
+---
+apiVersion: v1
+kind: Service
+metadata:
+  labels:
+    k8s-app: metrics-server
+  name: metrics-server
+  namespace: kube-system
+spec:
+  ports:
+  - name: https
+    port: 443
+    protocol: TCP
+    targetPort: https
+  selector:
+    k8s-app: metrics-server
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  labels:
+    k8s-app: metrics-server
+  name: metrics-server
+  namespace: kube-system
+spec:
+  selector:
+    matchLabels:
+      k8s-app: metrics-server
+  strategy:
+    rollingUpdate:
+      maxUnavailable: 0
+  template:
+    metadata:
+      labels:
+        k8s-app: metrics-server
+    spec:
+      containers:
+      - args:
+        - --cert-dir=/tmp
+        - --secure-port=4443
+        - --kubelet-preferred-address-types=InternalIP,ExternalIP,Hostname
+        - --kubelet-use-node-status-port
+        - --kubelet-insecure-tls  
+        - --metric-resolution=15s
+        image: registry.k8s.io/metrics-server/metrics-server:v0.6.4
+        imagePullPolicy: IfNotPresent
+        livenessProbe:
+          failureThreshold: 3
+          httpGet:
+            path: /livez
+            port: https
+            scheme: HTTPS
+          periodSeconds: 10
+        name: metrics-server
+        ports:
+        - containerPort: 4443
+          name: https
+          protocol: TCP
+        readinessProbe:
+          failureThreshold: 3
+          httpGet:
+            path: /readyz
+            port: https
+            scheme: HTTPS
+          initialDelaySeconds: 20
+          periodSeconds: 10
+        resources:
+          requests:
+            cpu: 100m
+            memory: 200Mi
+        securityContext:
+          allowPrivilegeEscalation: false
+          readOnlyRootFilesystem: true
+          runAsNonRoot: true
+          runAsUser: 1000
+        volumeMounts:
+        - mountPath: /tmp
+          name: tmp-dir
+      nodeSelector:
+        kubernetes.io/os: linux
+      priorityClassName: system-cluster-critical
+      serviceAccountName: metrics-server
+      volumes:
+      - emptyDir: {}
+        name: tmp-dir
+---
+apiVersion: apiregistration.k8s.io/v1
+kind: APIService
+metadata:
+  labels:
+    k8s-app: metrics-server
+  name: v1beta1.metrics.k8s.io
+spec:
+  group: metrics.k8s.io
+  groupPriorityMinimum: 100
+  insecureSkipTLSVerify: true
+  service:
+    name: metrics-server
+    namespace: kube-system
+  version: v1beta1
+  versionPriority: 100
\ No newline at end of file
diff --git a/tools/profiler/profile.json b/tools/profiler/profile.json
new file mode 100644
index 00000000..33d69f12
--- /dev/null
+++ b/tools/profiler/profile.json
@@ -0,0 +1,7069 @@
+{
+    "aes-go-10-10": {
+        "name": "aes-go-10-10",
+        "yaml": "./yamls/aes-go/kn-aes-go-10-10.yaml",
+        "cpu": {
+            "0-percentile": 3.0,
+            "1-percentile": 3.0,
+            "5-percentile": 3.0,
+            "25-percentile": 3.0,
+            "50-percentile": 3.0,
+            "75-percentile": 3.0,
+            "95-percentile": 3.0968840579710144,
+            "99-percentile": 3.1330601053980915,
+            "100-percentile": 3.1416666666666666
+        },
+        "memory": {
+            "0-percentile": 17.0,
+            "1-percentile": 17.531666666666666,
+            "5-percentile": 18.279761904761905,
+            "25-percentile": 21.779838709677417,
+            "50-percentile": 23.611338797814206,
+            "75-percentile": 24.764468864468867,
+            "95-percentile": 25.439710144927535,
+            "99-percentile": 25.542267483264492,
+            "100-percentile": 25.566666666666666
+        },
+        "duration": {
+            "0-percentile": 0.54,
+            "1-percentile": 0.5488466666666667,
+            "5-percentile": 0.5891350000000001,
+            "25-percentile": 0.6593057971014492,
+            "50-percentile": 0.7075056776556775,
+            "75-percentile": 0.7466532679738556,
+            "95-percentile": 0.7770619832041339,
+            "99-percentile": 0.789011097545665,
+            "100-percentile": 0.8001722222222215
+        }
+    },
+    "aes-go-100-101": {
+        "name": "aes-go-100-101",
+        "yaml": "./yamls/aes-go/kn-aes-go-100-101.yaml",
+        "cpu": {
+            "0-percentile": 3.0,
+            "1-percentile": 3.0,
+            "5-percentile": 3.0,
+            "25-percentile": 3.0,
+            "50-percentile": 3.0,
+            "75-percentile": 3.0,
+            "95-percentile": 3.1407246376811595,
+            "99-percentile": 3.1751445663010966,
+            "100-percentile": 3.183333333333333
+        },
+        "memory": {
+            "0-percentile": 17.0,
+            "1-percentile": 17.063333333333333,
+            "5-percentile": 17.991666666666667,
+            "25-percentile": 22.170161290322582,
+            "50-percentile": 24.206420765027325,
+            "75-percentile": 25.329578754578755,
+            "95-percentile": 26.05391304347826,
+            "99-percentile": 26.17873095000712,
+            "100-percentile": 26.216666666666665
+        },
+        "duration": {
+            "0-percentile": 0.576,
+            "1-percentile": 0.5958983333333334,
+            "5-percentile": 0.628515,
+            "25-percentile": 0.696682971014493,
+            "50-percentile": 0.7450747252747252,
+            "75-percentile": 0.7846476307189542,
+            "95-percentile": 0.8163378875968992,
+            "99-percentile": 0.8271174684577239,
+            "100-percentile": 0.8395444444444444
+        }
+    },
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+        "name": "aes-go-500-505",
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+            "95-percentile": 44.2813768115942,
+            "99-percentile": 45.19022219057115,
+            "100-percentile": 45.458333333333336
+        },
+        "memory": {
+            "0-percentile": 41.0,
+            "1-percentile": 53.95,
+            "5-percentile": 65.50952380952381,
+            "25-percentile": 75.53548387096774,
+            "50-percentile": 78.93360655737706,
+            "75-percentile": 80.57884615384614,
+            "95-percentile": 82.87586956521739,
+            "99-percentile": 83.76132673408347,
+            "100-percentile": 84.05833333333334
+        },
+        "duration": {
+            "0-percentile": 192.17,
+            "1-percentile": 196.94842,
+            "5-percentile": 202.09361777777775,
+            "25-percentile": 208.8710911835748,
+            "50-percentile": 213.26324261294246,
+            "75-percentile": 217.1356540032678,
+            "95-percentile": 221.35936166020664,
+            "99-percentile": 222.59030932929508,
+            "100-percentile": 222.9896722222222
+        }
+    },
+    "aes-nodejs-700000-707000": {
+        "name": "aes-nodejs-700000-707000",
+        "yaml": "./yamls/aes-nodejs/kn-aes-nodejs-700000-707000.yaml",
+        "cpu": {
+            "0-percentile": 37.0,
+            "1-percentile": 37.531666666666666,
+            "5-percentile": 38.423809523809524,
+            "25-percentile": 40.04838709677419,
+            "50-percentile": 42.02404371584699,
+            "75-percentile": 53.85531135531136,
+            "95-percentile": 60.116521739130434,
+            "99-percentile": 61.20742201965532,
+            "100-percentile": 61.516666666666666
+        },
+        "memory": {
+            "0-percentile": 77.0,
+            "1-percentile": 83.44333333333333,
+            "5-percentile": 90.22976190476192,
+            "25-percentile": 105.83924731182796,
+            "50-percentile": 123.39508196721312,
+            "75-percentile": 131.72811355311356,
+            "95-percentile": 135.8763043478261,
+            "99-percentile": 136.61589730807577,
+            "100-percentile": 136.80833333333334
+        },
+        "duration": {
+            "0-percentile": 285.632,
+            "1-percentile": 291.59712500000006,
+            "5-percentile": 302.69627555555553,
+            "25-percentile": 314.10865603864727,
+            "50-percentile": 320.16012557997544,
+            "75-percentile": 326.36003925653586,
+            "95-percentile": 332.22659467054257,
+            "99-percentile": 333.92243160190816,
+            "100-percentile": 334.41848333333326
+        }
+    },
+    "aes-nodejs-1000000-1010000": {
+        "name": "aes-nodejs-1000000-1010000",
+        "yaml": "./yamls/aes-nodejs/kn-aes-nodejs-1000000-1010000.yaml",
+        "cpu": {
+            "0-percentile": 2.0,
+            "1-percentile": 24.925,
+            "5-percentile": 40.22142857142857,
+            "25-percentile": 47.77983870967742,
+            "50-percentile": 50.64412568306011,
+            "75-percentile": 65.72774725274726,
+            "95-percentile": 73.25021739130435,
+            "99-percentile": 74.60696838057257,
+            "100-percentile": 75.025
+        },
+        "memory": {
+            "0-percentile": 39.0,
+            "1-percentile": 76.19166666666666,
+            "5-percentile": 105.31547619047619,
+            "25-percentile": 119.177688172043,
+            "50-percentile": 123.64248633879782,
+            "75-percentile": 138.11272893772895,
+            "95-percentile": 146.18971014492755,
+            "99-percentile": 147.5496603047999,
+            "100-percentile": 147.94166666666666
+        },
+        "duration": {
+            "0-percentile": 381.567,
+            "1-percentile": 384.0458,
+            "5-percentile": 390.33024,
+            "25-percentile": 401.06386038647344,
+            "50-percentile": 408.96432203907204,
+            "75-percentile": 416.22837071078413,
+            "95-percentile": 422.7795244186046,
+            "99-percentile": 425.4652925732846,
+            "100-percentile": 426.3402277777776
+        }
+    },
+    "auth-go": {
+        "name": "auth-go",
+        "yaml": "./yamls/auth/kn-auth-go.yaml",
+        "cpu": {
+            "0-percentile": 3.0,
+            "1-percentile": 3.0,
+            "5-percentile": 3.0,
+            "25-percentile": 3.0,
+            "50-percentile": 3.0,
+            "75-percentile": 3.235294117647059,
+            "95-percentile": 3.3924695459579177,
+            "99-percentile": 3.5906666666666673,
+            "100-percentile": 3.7333333333333334
+        },
+        "memory": {
+            "0-percentile": 18.0,
+            "1-percentile": 18.22,
+            "5-percentile": 18.733333333333334,
+            "25-percentile": 21.166666666666668,
+            "50-percentile": 23.0,
+            "75-percentile": 24.235294117647058,
+            "95-percentile": 24.985714285714284,
+            "99-percentile": 25.104666666666667,
+            "100-percentile": 25.133333333333333
+        },
+        "duration": {
+            "0-percentile": 0.601,
+            "1-percentile": 0.6106333333333334,
+            "5-percentile": 0.6376266666666667,
+            "25-percentile": 0.693581038647343,
+            "50-percentile": 0.7269429181929187,
+            "75-percentile": 0.7567883578431375,
+            "95-percentile": 0.7833937661498709,
+            "99-percentile": 0.7966316913564749,
+            "100-percentile": 0.8098055555555557
+        }
+    },
+    "auth-python": {
+        "name": "auth-python",
+        "yaml": "./yamls/auth/kn-auth-python.yaml",
+        "cpu": {
+            "0-percentile": 50.0,
+            "1-percentile": 50.0,
+            "5-percentile": 50.0,
+            "25-percentile": 50.25,
+            "50-percentile": 50.608695652173914,
+            "75-percentile": 50.73529411764706,
+            "95-percentile": 50.90177187153931,
+            "99-percentile": 52.26177777777778,
+            "100-percentile": 53.28888888888889
+        },
+        "memory": {
+            "0-percentile": 40.0,
+            "1-percentile": 40.0,
+            "5-percentile": 40.36666666666667,
+            "25-percentile": 43.083333333333336,
+            "50-percentile": 45.130434782608695,
+            "75-percentile": 46.205882352941174,
+            "95-percentile": 46.79878183831672,
+            "99-percentile": 46.92511111111111,
+            "100-percentile": 46.955555555555556
+        },
+        "duration": {
+            "0-percentile": 1.551,
+            "1-percentile": 1.6067000000000002,
+            "5-percentile": 1.6762422222222224,
+            "25-percentile": 1.7689864734299516,
+            "50-percentile": 1.8337699633699636,
+            "75-percentile": 1.900869158496732,
+            "95-percentile": 2.4661275193798446,
+            "99-percentile": 2.5776823702215803,
+            "100-percentile": 2.8009277777777775
+        }
+    },
+    "auth-nodejs": {
+        "name": "auth-nodejs",
+        "yaml": "./yamls/auth/kn-auth-nodejs.yaml",
+        "cpu": {
+            "0-percentile": 3.0,
+            "1-percentile": 3.0,
+            "5-percentile": 3.0,
+            "25-percentile": 3.5833333333333335,
+            "50-percentile": 3.782608695652174,
+            "75-percentile": 3.8529411764705883,
+            "95-percentile": 4.018604651162791,
+            "99-percentile": 4.266444444444446,
+            "100-percentile": 4.4222222222222225
+        },
+        "memory": {
+            "0-percentile": 37.0,
+            "1-percentile": 37.22,
+            "5-percentile": 37.733333333333334,
+            "25-percentile": 40.0,
+            "50-percentile": 41.21739130434783,
+            "75-percentile": 42.088235294117645,
+            "95-percentile": 42.593244739756365,
+            "99-percentile": 42.68822222222222,
+            "100-percentile": 42.71111111111111
+        },
+        "duration": {
+            "0-percentile": 2.398,
+            "1-percentile": 2.4046333333333334,
+            "5-percentile": 2.4209222222222215,
+            "25-percentile": 2.460679951690821,
+            "50-percentile": 2.4938214285714286,
+            "75-percentile": 2.5301590277777772,
+            "95-percentile": 2.661198352713177,
+            "99-percentile": 2.74822847812441,
+            "100-percentile": 2.8869722222222207
+        }
+    }
+}
\ No newline at end of file
diff --git a/tools/profiler/profiler/deployer.py b/tools/profiler/profiler/deployer.py
new file mode 100644
index 00000000..d9f59d3a
--- /dev/null
+++ b/tools/profiler/profiler/deployer.py
@@ -0,0 +1,523 @@
+import os
+import stat
+import subprocess
+
+import json
+import yaml
+import time
+
+from log_config import *
+from typing import Tuple
+
+
+def check_shell_path() -> int:
+    """
+    Check whether shell path is BASH or not.
+
+    Returns:
+    `int`: 0: No Error. -1: Error
+    """
+    shell_path = os.environ.get("SHELL")
+    log.info(f"Shell path: {shell_path}")
+    if "bash" not in shell_path:
+        log.critical(f"{shell_path} is not BASH")
+        return -1
+    else:
+        return 0
+
+
+def deploy_metrics_server(metrics_server_yaml_location: str) -> int:
+    """
+    Deploys metrics server
+
+    Parameters:
+    - `metrics_server_yaml_location` (str): Metrics Server YAML location
+    
+    Returns:
+    `int`: 0: No Error. -1: Error
+    """
+
+    # Deploy the metrics server
+    try:
+        deployment_command = f"kubectl apply -f {metrics_server_yaml_location}"
+        result = subprocess.run(
+            deployment_command,
+            shell=True,
+            check=True,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.PIPE,
+        )
+        log.debug(
+            f"{deployment_command} command completed with return code {result.returncode}"
+        )
+    except subprocess.CalledProcessError as e:
+        log.critical(
+            f"Metrics Server not deployed. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+        )
+        return -1
+    except Exception as e:
+        log.critical(f"Metrics Server not deployed. Error: {e}")
+        return -1
+
+    # Get the pod status of metrics server
+    def monitor_pods_to_check_metrics_server_deployed() -> int:
+        try:
+            get_podlist_command = f"kubectl get pods --all-namespaces --no-headers"
+            result = subprocess.run(
+                get_podlist_command,
+                shell=True,
+                check=True,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            pods = result.stdout.decode("utf-8").strip().split("\n")
+            for p in pods:
+                if ("metrics-server" in p) and (p.split()[3] == "Running"):
+                    return True
+            return False
+        except subprocess.CalledProcessError as e:
+            log.warning(
+                f"Metrics Server pod not running. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+            )
+            return False
+        except Exception as e:
+            log.warning(f"Metrics Server pod not running. Error: {e}")
+            return False
+
+    # Monitor the pod list, until it is ready
+    # Monitoring happens every 5 seconds for 15 minutes. If it shows failure even after that then it returns failure
+    monitor_time = 15 * 60
+    sleep_time = 5
+    status = False
+    for _ in range(int(monitor_time / sleep_time)):
+        status = monitor_pods_to_check_metrics_server_deployed()
+        if status:
+            break
+        else:
+            time.sleep(sleep_time)
+
+    if status:
+        log.info(f"Metrics server deployed and running")
+        return 0
+    else:
+        log.critical(f"Metrics server not running")
+        return -1
+
+
+def delete_all_services() -> int:
+    """
+    Deletes all services
+
+    Returns:
+    `int`: 0: No Error. -1: Error
+    """
+
+    # Delete all the services
+    try:
+        delete_service_command = f"kn service delete --all"
+        result = subprocess.run(
+            delete_service_command,
+            shell=True,
+            check=True,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.PIPE,
+        )
+        log.debug(
+            f"kn service delete command completed with return code {result.returncode}"
+        )
+    except subprocess.CalledProcessError as e:
+        log.warning(
+            f"Services not deleted. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+        )
+        return -1
+    except Exception as e:
+        log.warning(f"Services not deleted. Error: {e}")
+        return -1
+
+    # Monitor the service list whether everything is deleted. Wait until all the services are deleted.
+    def are_services_deleted() -> bool:
+        try:
+            get_servicelist_command = f"kn service list --no-headers"
+            result = subprocess.run(
+                get_servicelist_command,
+                shell=True,
+                check=True,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            services = result.stdout.decode("utf-8").strip().split("\n")
+            services = [s for s in services if s != ""]
+            for s in services:
+                if "No services found." in s:
+                    return True
+            return False
+        except subprocess.CalledProcessError as e:
+            log.warning(
+                f"Service List can't be monitored. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+            )
+            return False
+        except Exception as e:
+            log.warning(f"Service List can't be monitored. Error: {e}")
+            return False
+
+    # Monitor the service list, until all are deleted.
+    # Monitoring happens every 2 second for 15 minutes. If it shows failure even after that then it returns failure
+    monitor_time = 15 * 60
+    sleep_time = 2
+    status = False
+    for _ in range(int(monitor_time / sleep_time)):
+        status = are_services_deleted()
+        if status:
+            break
+        else:
+            time.sleep(sleep_time)
+
+    if status:
+        log.debug(f"All services deleted")
+        return 0
+    else:
+        log.warning(f"Services not deleted. Note: Might affect later profiling stages")
+        return -1
+
+
+def deploy_service(
+    yaml_filename: str,
+    predeployment_commands: list,
+    postdeployment_commands: list,
+    build_shell_scripts_location: str,
+) -> Tuple[str, int]:
+    """
+    Deploys the service
+
+    Parameters:
+    - `yaml_filename` (str): YAML file name and location
+    - `predeployment_commands` (list) : List of commands to be run before deployment
+    - `postdeployment_commands` (list) : List of commands to be run after deployment
+    - `build_shell_scripts_location` (str): build folder location where shell scripts are stored
+
+    Returns:
+    - `function_name` (str): Function name as per YAML file
+    - `int`: 0: No Error. -1: Error 
+    """
+
+    # Check whether yaml file exists or not.
+    try:
+        with open(yaml_filename, "r"):
+            pass
+    except FileNotFoundError:
+        log.error(f"{yaml_filename} YAML file not found")
+        return None, -1
+    except Exception as e:
+        log.error(f"{yaml_filename} YAML file not found. Error occured: {e}")
+        return None, -1
+
+    # Get the function name from yaml file
+    function_name = None
+    try:
+        with open(yaml_filename, "r") as f:
+            yaml_data = yaml.safe_load(f)
+            function_name = yaml_data["metadata"]["name"]
+    except KeyError as e:
+        log.warning(
+            f"Function name not found. KeyError:{e}. Switching to default name: function"
+        )
+        function_name = "function"
+    except FileNotFoundError:
+        log.error(f"{yaml_filename} YAML File not found")
+        return None, -1
+    except Exception as e:
+        log.error(f"{yaml_filename} YAML File not found. An error occured: {e}")
+        return None, -1
+
+    # Check whether folder where shell scripts are to be located exists or not
+    if not os.path.exists(build_shell_scripts_location):
+        log.debug(f"{build_shell_scripts_location} directory does not exist.")
+        os.makedirs(build_shell_scripts_location)
+        log.debug(f"{build_shell_scripts_location} directory created")
+    else:
+        pass
+
+    # Create a list of commands to be executed
+    commands = []
+    # Commands to be executed before deployment
+    for c in predeployment_commands:
+        commands.append(c + "\n")
+    # Deployment command
+    deployment_command = f"kubectl apply -f {yaml_filename}"
+    commands.append(deployment_command + "\n")
+    # Commands to be executed after deployment
+    for c in postdeployment_commands:
+        commands.append(c + "\n")
+
+    # Get shell path
+    shell_path = os.environ.get("SHELL")
+
+    # Writing a shell script
+    # Creating the shell script file name
+    shell_filename = os.path.basename(yaml_filename).replace(".yaml", ".sh")
+    shell_filename = f"{build_shell_scripts_location}/{shell_filename}"
+    # Writing commands into the shell script
+    with open(shell_filename, "w") as f:
+        f.write(f"#!{shell_path}\n")
+        for c in commands:
+            f.write(c)
+    # Setting executable permissions for the shell script
+    # Permissions: -rwxr-xr-x
+    os.chmod(
+        shell_filename,
+        stat.S_IRUSR
+        | stat.S_IWUSR
+        | stat.S_IXUSR
+        | stat.S_IRGRP
+        | stat.S_IXGRP
+        | stat.S_IROTH
+        | stat.S_IXOTH,
+    )
+    log.debug(f"{shell_filename} created")
+
+    # Execute the shell script and deploy the function
+    execute_shell = f"{shell_path} {shell_filename}"
+    try:
+        result = subprocess.run(
+            execute_shell,
+            shell=True,
+            check=True,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.PIPE,
+        )
+        log.debug(
+            f"{shell_filename} executed successfully with return code: {result.returncode}"
+        )
+    except subprocess.CalledProcessError as e:
+        log.error(
+            f"{shell_filename} execution failed. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+        )
+        return None, -1
+    except Exception as e:
+        log.error(f"{shell_filename} execution failed. Error: {e}")
+        return None, -1
+
+    # Given the function name, get the service status
+    def get_service_status(function_name: str) -> bool:
+        try:
+            get_service_command = f"kn service list --no-headers"
+            result = subprocess.run(
+                get_service_command,
+                shell=True,
+                check=True,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            services = result.stdout.decode("utf-8").strip().split("\n")
+            for s in services:
+                try:
+                    service_name = s.split()[0]
+                    service_status = s.split()[8]
+                except IndexError as e:
+                    continue
+                if function_name in service_name:
+                    if service_status == "True":
+                        return True
+                    else:
+                        return False
+            return False
+        except subprocess.CalledProcessError as e:
+            log.warning(
+                f"Service can't be monitored. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+            )
+            return False
+        except Exception as e:
+            log.warning(f"Service can't be monitored. Error: {e}")
+            return False
+
+    # Monitor the service, until it is ready
+    # Monitoring happens every 5 seconds for 15 minutes. If it shows failure even after that then it returns failure
+    monitor_time = 15 * 60
+    sleep_time = 5
+    status = False
+    for _ in range(int(monitor_time / sleep_time)):
+        status = get_service_status(function_name)
+        if status:
+            break
+        else:
+            time.sleep(sleep_time)
+
+    if status:
+        log.info(f"Profiling function: {function_name}")
+        log.debug(f"{yaml_filename}: {function_name} service deployed")
+        return function_name, 0
+    else:
+        log.error(f"{yaml_filename}: {function_name} service not deployed")
+        return function_name, -1
+
+
+def get_endpoint(function_name: str, endpoint_file_location: str) -> Tuple[str, int]:
+    """
+    Gets the endpoint of the deployed function and stores it for invoker to invoke
+
+    Parameters:
+    - `function_name` (str): function name
+    - `endpoint_file_location` (str): location at which the endpoint must be stored 
+
+    Returns:
+    - `endpoint` (str): Endpoint
+    - `int`: 0: No Error. -1: Error
+    """
+
+    # Get list of all services
+    get_service_command = f"kn service list --no-headers"
+    try:
+        result = subprocess.run(
+            get_service_command,
+            shell=True,
+            check=True,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.PIPE,
+        )
+        result = result.stdout.decode("utf-8").strip().split("\n")
+    except subprocess.CalledProcessError as e:
+        log.warning(
+            f"Endpoints can't be collected. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+        )
+        return None, -1
+    except Exception as e:
+        log.warning(f"Endpoints can't be collected. Error: {e}")
+        return None, -1
+
+    # Going through all the services and its corresponding listed URLs to find the correct url
+    endpoint = None
+    for r in result:
+        try:
+            service_name = r.split()[0]
+            if service_name == function_name:
+                endpoint = r.split()[1].replace("http://", "")
+                break
+        except IndexError:
+            continue
+        except Exception as e:
+            log.warning(f"Error trying to find the correct endpoint : {e}")
+            continue
+
+    if endpoint == None:
+        log.error(f"{function_name} Service Endpoint not found")
+        return None, -1
+    else:
+        log.info(f"Service Endpoint: {endpoint}")
+
+    # Convert the list to JSON format
+    endpoint = [{"hostname": endpoint}]
+    json_output = json.dumps(endpoint, indent=3)
+
+    # Write the JSON output to endpoints.json
+    # Check whether folder where endpoints are to be located exists or not
+    if not os.path.exists(endpoint_file_location):
+        log.debug(f"{endpoint_file_location} directory does not exist.")
+        os.makedirs(endpoint_file_location)
+        log.debug(f"{endpoint_file_location} directory created")
+    else:
+        pass
+
+    json_file = open(f"{endpoint_file_location}/endpoints.json", "w")
+    json_file.write(json_output)
+    json_file.close()
+    log.debug(f"{endpoint_file_location}/endpoints.json file written")
+
+    return endpoint, 0
+
+
+def delete_pod(pod_name: str) -> int:
+    """
+    Run command to delete the pod.
+
+    Parameters:
+    - `pod_name` (str): Pod name
+
+    Returns:
+    `int`: 0: No Error. -1: Error
+    """
+    delete_pod_command = f"kubectl delete pod {pod_name}"
+    try:
+        result = subprocess.run(
+            delete_pod_command,
+            shell=True,
+            check=True,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.PIPE,
+        )
+        log.debug(
+            f"{delete_pod_command} command executed successfully with return code: {result.returncode}"
+        )
+        return 0
+    except subprocess.CalledProcessError as e:
+        log.warning(
+            f"Pod {pod_name} is not deleted by command. Waiting for the pod to be terminated automatically. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+        )
+        return -1
+    except Exception as e:
+        log.warning(
+            f"Pod {pod_name} is not deleted by command. Waiting for the pod to be terminated automatically. Error: {e}"
+        )
+        return -1
+
+
+
+
+
+
+def wait_until_pod_is_deleted(pod_name: str) -> int:
+    """
+    Waits until the pod is deleted.
+
+    Parameters:
+    - `pod_name` (str): Pod name
+
+    Returns:
+    - `int`: 0: No Error. -1: Error
+    """
+
+    def is_pod_deleted(pod_name: str) -> bool:
+        get_podlist_command = f"kubectl get pods --no-headers"
+        try:
+            result = subprocess.run(
+                get_podlist_command,
+                shell=True,
+                check=True,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            pods = result.stdout.decode("utf-8").strip().split("\n")
+            for p in pods:
+                if p.strip() == "":
+                    continue
+                if pod_name == p.split()[0]:
+                    return False
+            return True
+        except subprocess.CalledProcessError as e:
+            log.warning(
+                f"Pod List can't be obtained. I don't know whether pod {pod_name} is deleted or not. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+            )
+            return False
+        except Exception as e:
+            log.warning(
+                f"Pod List can't be obtained. I don't know whether pod {pod_name} is deleted or not. Error: {e}"
+            )
+            return False
+
+    # Monitor the pod list, until the pod is deleted.
+    # Monitoring happens every 5 seconds for 15 minutes. If it shows failure even after that then it returns failure
+    monitor_time = 15 * 60
+    sleep_time = 5
+    status = False
+    for _ in range(int(monitor_time / sleep_time)):
+        status = is_pod_deleted(pod_name)
+        if status:
+            break
+        else:
+            time.sleep(sleep_time)
+
+    if status:
+        log.debug(f"Pod {pod_name} deleted")
+        return 0
+    else:
+        log.warning(f"Pod {pod_name} not deleted. Might interfere with later profiles")
+        return -1
\ No newline at end of file
diff --git a/tools/profiler/profiler/plot_stats.py b/tools/profiler/profiler/plot_stats.py
new file mode 100644
index 00000000..4caad764
--- /dev/null
+++ b/tools/profiler/profiler/plot_stats.py
@@ -0,0 +1,131 @@
+import math
+import matplotlib.pyplot as plt
+import numpy as np
+
+from log_config import *
+
+
+def plot_histograms(memory: list, duration: list, cpu: list, output_folder: list) -> None:
+    """
+    Plots the collected percentile averages in log-histogram format
+
+    Parameters:
+    - `memory` (list): list of memory utilization of functions
+    - `duration` (list): list of duration utilization of functions
+    - `cpu` (list): list of cpu utilization of functions
+    - `output_folder` (str): Directory path where the output PNGs are to be stored
+    """
+
+    def plot_hist_log_scale(
+        data: list,
+        data_name: str,
+        plot_name: str,
+        xlabel: str,
+        ylabel: str,
+        png_filename: str,
+    ) -> None:
+        """
+        Plots the data in log-histogram format
+
+        Parameters:
+        - `data` (list): list of data points
+        - `data_name` (str): Name of data
+        - `plot_name` (str): Name of plot
+        - `xlabel` (str): X-label data
+        - `ylabel` (str): Y-label data
+        - `png_filename` (str): File path where the output PNG is to be stored
+        """
+
+        # If data is empty, then return without plotting
+        if len(data) == 0:
+            log.critical(f"{data_name} data empty. {plot_name} not plotted.")
+            return
+
+        try:
+
+            # To avoid math errors
+            data = [d + 0.01 if d == 0 else d for d in data]
+
+            # Plotting bins on log scale: 0.1-0.2, 0.2-0.3...0.9-1, 1-2, 2-3, 3-4.... 8-9, 9-10, 10-20, 20-30, ....90-100, 100-200, 200-300,...
+            max_data = max(data)
+            min_data = min(data)
+            max_data_log = math.ceil(math.log10(max_data))
+            min_data_log = math.floor(math.log10(min_data))
+
+            bins = [
+                i * math.pow(10, j)
+                for j in range(min_data_log, max_data_log)
+                for i in range(1, 10)
+            ]
+            bins.append(math.pow(10, max_data_log))
+            bins.sort()
+
+            counts, bins = np.histogram(data, bins)
+
+            # X-Label
+            xlabel_bins = []
+            for i in range(1, len(bins)):
+                u = bins[i - 1]
+                v = bins[i]
+                if u >= 1:
+                    u = int(u)
+                else:
+                    u = round(u, abs(math.floor(math.log10(u))))
+                if v >= 1:
+                    v = int(v)
+                else:
+                    v = round(v, abs(math.floor(math.log10(v))))
+                xlabel_bins.append(f"{u}:{v}")
+
+            # Clear the plot
+            plt.clf()
+
+            # Increase the figure size and resolution
+            dpi = plt.rcParams["figure.dpi"] * 3
+            figsize = [i * 3 for i in plt.rcParams["figure.figsize"]]
+            plt.figure(figsize=figsize, dpi=dpi)
+
+            # Plot the histogram bars
+            plt.bar(x=range(1, len(bins)), height=counts, edgecolor="black")
+            plt.xticks(
+                ticks=range(1, len(bins)), labels=xlabel_bins, rotation=90, fontsize=16
+            )
+            plt.yticks(fontsize=16)
+            plt.xlabel(f"{xlabel}", fontsize=17)
+            plt.ylabel(f"{ylabel}", fontsize=17)
+            plt.title(f"{plot_name}", fontsize=18)
+
+            # Change figure size to fit the PNG image and save it
+            plt.tight_layout()
+            plt.savefig(f"{png_filename}")
+            plt.clf()
+
+            log.info(f"{plot_name} plotted at {png_filename}")
+
+        except Exception as e:
+            log.critical(f"Error while plotting {plot_name}. Error: {e}")
+
+    plot_hist_log_scale(
+        data=memory,
+        data_name="memory utilization of benchmark functions",
+        plot_name="Memory Utilization Distribution of Benchmark functions",
+        xlabel="Memory (Mb)",
+        ylabel="Frequency",
+        png_filename=f"{output_folder}/memory-utilization-distribution.png",
+    )
+    plot_hist_log_scale(
+        data=cpu,
+        data_name="cpu utilization of benchmark functions",
+        plot_name="CPU Utilization Distribution of Benchmark functions",
+        xlabel="CPU Utilization",
+        ylabel="Frequency",
+        png_filename=f"{output_folder}/cpu-utilization-distribution.png",
+    )
+    plot_hist_log_scale(
+        data=duration,
+        data_name="Duration of benchmark functions",
+        plot_name="Duration Distribution of Benchmark functions",
+        xlabel="Time Duration (milliseconds)",
+        ylabel="Frequency",
+        png_filename=f"{output_folder}/duration-distribution.png",
+    )
diff --git a/tools/profiler/profiler/profiler.py b/tools/profiler/profiler/profiler.py
new file mode 100644
index 00000000..dd052ebc
--- /dev/null
+++ b/tools/profiler/profiler/profiler.py
@@ -0,0 +1,360 @@
+import os
+import subprocess
+
+import json
+import time
+import numpy as np
+
+from log_config import *
+from typing import Tuple
+
+
+def run_invoker(
+    invoker_path: str,
+    endpoints_location: str,
+    duration_txt_location: str,
+    invoker_output_location: str,
+    rps: float,
+    run_duration: float,
+) -> int:
+    """
+    Runs the invoker. Functions are invoked
+
+    Parameters:
+    - `invoker_path` (str): invoker binary executable location
+    - `endpoints_location` (str): endpoints.json file location
+    - `duration_txt_location` (str): location at which latencies must be stored
+    - `invoker_output_location` (str): invoker output stored in this location
+    - `rps` (float): RPS
+    - `run_duration` (float): Total time in seconds for which the invoker must be run
+
+    Returns:
+    - int: 0: No Error. -1: Error
+    """
+
+    try:
+        log.debug(f"Function invocation started")
+        run_invoker_command = f"sudo {invoker_path} -profile=true -port=80 -time={int(run_duration)} -rps={rps} -dbg=true -endpointsFile='{endpoints_location}/endpoints.json' -durf='{duration_txt_location}/duration.txt' > {invoker_output_location}/invoker.log"
+        result = subprocess.run(
+            run_invoker_command,
+            shell=True,
+            check=True,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.PIPE,
+        )
+        log.debug(f"Invoker execution completed with return code: {result.returncode}")
+    except subprocess.CalledProcessError as e:
+        log.error(
+            f"Invoker execution failed Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+        )
+        return -1
+    except Exception as e:
+        log.error(f"Invoker execution failed. Error: {e}")
+        return -1
+    log.debug(f"Function invocation successfully executed")
+    return 0
+
+
+def get_metrics_server_data(
+    function_name: str,
+    run_duration: float,
+    sample_time_period: float,
+    memory_txt_location: str,
+    cpu_txt_location: str,
+) -> Tuple[str, list, list, int]:
+    """
+    Obtains the pod name for the given function. Runs metrics-pod command to collect
+    CPU and memory utilization data for the pod.
+
+    Parameters:
+    - `function_name` (str): function name
+    - `run_duration` (float): Total time in seconds for which the measurements have to be made
+    - `sample_time_period` (float): time period between iterations
+    - `memory_txt_location` (str): location at which memory utilization details must be stored
+    - `cpu_txt_location` (str): location at which cpu utilization details must be stored
+
+    Returns:
+    - `pod_name` (str): pod name of the function
+    - `cpu` (list): list of cpu utilization details
+    - `memory` (list): list of memory utilization details
+    - `int`: 0: No Error. -1: Error
+    """
+
+    # Get the pod name for the given function name
+    def get_pod_name(function_name: str) -> Tuple[str, int]:
+        get_podlist_command = f"kubectl get pods -o=json"
+        try:
+            result = subprocess.run(
+                get_podlist_command,
+                shell=True,
+                check=True,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            pods = json.loads(result.stdout)["items"]
+            matching_pods = []
+            for pod_info in pods:
+                try:
+                    pod_name = pod_info["metadata"]["name"]
+                    if function_name in pod_info["metadata"]["labels"]["app"]:
+                        matching_pods.append(pod_name)
+                except Exception as e:
+                    continue
+            return matching_pods, 0
+        except subprocess.CalledProcessError as e:
+            log.warning(
+                f"Function: {function_name}: Pod name can't be obtained. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+            )
+            return None, -1
+        except Exception as e:
+            log.warning(
+                f"Function: {function_name}: Pod name can't be obtained. Error: {e}"
+            )
+            return None, -1
+
+    # Check whether the pod is running or not.
+    def check_pod_status(pod_name: str) -> bool:
+        get_podlist_command = f"kubectl get pods --no-headers"
+        try:
+            result = subprocess.run(
+                get_podlist_command,
+                shell=True,
+                check=True,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            pods = result.stdout.decode("utf-8").strip().split("\n")
+            for p in pods:
+                if (pod_name == p.split()[0]) and (p.split()[2] == "Running"):
+                    return True
+            return False
+        except subprocess.CalledProcessError as e:
+            log.warning(
+                f"Pod: {pod_name} status can't be obtained. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+            )
+            return False
+        except Exception as e:
+            log.warning(f"Pod: {pod_name} status can't be obtained. Error: {e}")
+            return False
+
+    # Given the pod name, find the CPU and memory utilization of the pod
+    def _get_metrics_server_data(pod_name: str) -> Tuple[str, str, int]:
+        get_stat_command = f"kubectl top pod {pod_name} --no-headers"
+        try:
+            result = subprocess.run(
+                get_stat_command,
+                shell=True,
+                check=True,
+                stdout=subprocess.PIPE,
+                stderr=subprocess.PIPE,
+            )
+            pods = result.stdout.decode("utf-8").strip().split("\n")
+            for p in pods:
+                if pod_name in p:
+                    cpu = p.split()[1]
+                    memory = p.split()[2]
+                    return cpu, memory, 0
+            return None, None, -1
+        except subprocess.CalledProcessError as e:
+            log.warning(
+                f"Metrics Server. kubectl top command failed. Return code: {e.returncode}. Error: {e.stderr.decode('utf-8')}"
+            )
+            return None, None, -1
+        except Exception as e:
+            log.warning(f"Metrics Server. kubectl top command failed. Error: {e}")
+            return None, None, -1
+
+    # Monitor the pod list, until pod name is obtained
+    # Monitoring happens every 2 seconds for 15 minutes. If it shows failure even after that then it returns failure
+    monitor_time = 15 * 60
+    sleep_time = 2
+    status = False
+    found_running_pod = None
+    for _ in range(int(monitor_time / sleep_time)):
+        time.sleep(sleep_time)
+        matching_pods, err = get_pod_name(function_name)
+        if err != 0 and len(matching_pods) != 0:
+            continue
+        for pod_name in matching_pods:
+            pod_status = check_pod_status(pod_name)
+            if pod_status: 
+                found_running_pod = pod_name
+                break
+        if found_running_pod != None:
+            status = True
+            break
+        else:
+            continue
+
+    if status:
+        log.info(f"Pod: {found_running_pod}")
+    else:
+        log.error(f"Function {function_name}. Pod NOT Running")
+        return None, [], [], -1
+
+    # Sleep for 10 seconds. metrics-server is refreshed once every 15 seconds.
+    # Hence the pod details may or may not reflect in the metrics server
+    time.sleep(10)
+
+    cpu = []  # Store CPU usage details over samples
+    memory = []  # Store memory usage details over samples
+
+    # Get the CPU and memory usage details and store it in a list
+    for _ in range(int(run_duration / sample_time_period)):
+        c, m, err = _get_metrics_server_data(pod_name)
+        if err != -1:
+            cpu.append(c)
+            memory.append(m)
+        time.sleep(sample_time_period)
+
+    # Write the memory utilization data to memory.txt
+    # Check whether folder where the memory.txt are to be located exists or not
+    if not os.path.exists(memory_txt_location):
+        log.debug(f"{memory_txt_location} directory does not exist.")
+        os.makedirs(memory_txt_location)
+        log.debug(f"{memory_txt_location} directory created")
+    else:
+        pass
+    with open(f"{memory_txt_location}/memory.txt", "w") as f:
+        for m in memory:
+            f.write(str(m) + "\n")
+
+    # Write the cpu utilization data to cpu.txt
+    # Check whether folder where the cpu.txt are to be located exists or not
+    if not os.path.exists(cpu_txt_location):
+        log.debug(f"{cpu_txt_location} directory does not exist.")
+        os.makedirs(cpu_txt_location)
+        log.debug(f"{cpu_txt_location} directory created")
+    else:
+        pass
+    with open(f"{cpu_txt_location}/cpu.txt", "w") as f:
+        for c in cpu:
+            f.write(str(c) + "\n")
+
+    log.debug(
+        f"{function_name}: {pod_name}: CPU & Memory utilization details written in {memory_txt_location}/memory.txt and  {cpu_txt_location}/cpu.txt"
+    )
+    return pod_name, cpu, memory, 0
+
+
+# Do a stastical analysis on the collected data and get the percentile averages
+def collect_stats(
+    function_name: str,
+    duration_txt_location: str,
+    memory_txt_location: str,
+    cpu_txt_location: str,
+) -> Tuple[dict, int]:
+    """
+    Analyzes the collected data to generate percentile averages
+
+    Parameters:
+    - `function_name` (str): function name
+    - `memory_txt_location` (str): location at which memory utilization details are stored
+    - `cpu_txt_location` (str): location at which cpu utilization details are stored
+    - `duration_txt_location` (str): location at which duration details are stored
+
+    Returns:
+    - `dict`: Dictionary with percentile averages of duration, cpu and memory
+    - `int`: 0: No Error. -1: Error
+    """
+
+    # Given a list of numbers and the percentiles to be found, it returns the percentile averages
+    def get_average_percentile(numbers: list, percentile_list: list):
+        numbers.sort()
+        average = []
+        for i in range(len(numbers)):
+            sub_array = numbers[: i + 1]
+            average.append(sum(sub_array) / len(sub_array))
+        percentiles = np.percentile(average, percentile_list)
+        return percentiles
+
+    def duration_stats(
+        duration_txt_location: str, percentile_list: list
+    ) -> Tuple[list, int]:
+        try:
+            with open(f"{duration_txt_location}/duration.txt", "r") as f:
+                duration = [float(line.strip())/1000 for line in f] # By 1000 to convert to milliseocnds
+                duration_percentiles = get_average_percentile(duration, percentile_list)
+                return duration_percentiles, 0
+        except FileNotFoundError:
+            log.warning(f"{duration_txt_location}/duration.txt File not found")
+            return [], -1
+        except Exception as e:
+            log.warning(f"{duration_txt_location}/duration.txt File. Error: {e}")
+            return [], -1
+
+    def memory_stats(
+        memory_txt_location: str, percentile_list: list
+    ) -> Tuple[list, int]:
+        try:
+            with open(f"{memory_txt_location}/memory.txt", "r") as f:
+                memory = [float(line.strip()[:-2]) for line in f]
+                memory_percentiles = get_average_percentile(memory, percentile_list)
+                return memory_percentiles, 0
+        except FileNotFoundError:
+            log.warning(f"{memory_txt_location}/memory.txt File not found")
+            return [], -1
+        except Exception as e:
+            log.warning(f"{memory_txt_location}/memory.txt File. Error: {e}")
+            return [], -1
+
+    def cpu_stats(cpu_txt_location: str, percentile_list: list) -> Tuple[list, int]:
+        try:
+            with open(f"{cpu_txt_location}/cpu.txt", "r") as f:
+                cpu = [float(line.strip()[:-1]) for line in f]
+                cpu_percentiles = get_average_percentile(cpu, percentile_list)
+                return cpu_percentiles, 0
+        except FileNotFoundError:
+            log.warning(f"{cpu_txt_location}/cpu.txt File not found")
+            return [], -1
+        except Exception as e:
+            log.warning(f"{cpu_txt_location}/cpu.txt File. Error: {e}")
+            return [], -1
+
+    function = {}
+    function["cpu"] = {}
+    function["memory"] = {}
+    function["duration"] = {}
+
+    percentile_list = [0, 1, 5, 25, 50, 75, 95, 99, 100]
+    e = 0
+
+    memory_percentiles, err = memory_stats(memory_txt_location, percentile_list)
+    if err != 0:
+        log.warning(f"Function {function_name} memory stats not collected")
+        e = -1
+    else:
+        log.debug(f"Function {function_name} memory stats collected")
+        for p in percentile_list:
+            function["memory"][f"{p}-percentile"] = memory_percentiles[
+                percentile_list.index(p)
+            ]
+
+    duration_percentiles, err = duration_stats(duration_txt_location, percentile_list)
+    if err != 0:
+        log.warning(f"Function {function_name} duration stats not collected")
+        e = -1
+    else:
+        log.debug(f"Function {function_name} duration stats collected")
+        for p in percentile_list:
+            function["duration"][f"{p}-percentile"] = duration_percentiles[
+                percentile_list.index(p)
+            ]
+
+    cpu_percentiles, err = cpu_stats(cpu_txt_location, percentile_list)
+    if err != 0:
+        log.warning(f"Function {function_name} cpu stats not collected")
+        e = -1
+    else:
+        log.debug(f"Function {function_name} cpu stats collected")
+        for p in percentile_list:
+            function["cpu"][f"{p}-percentile"] = cpu_percentiles[
+                percentile_list.index(p)
+            ]
+
+    if e == 0:
+        log.info(f"Profile completed. Statistics collected\n")
+    else:
+        log.warning(f"Function {function_name} statistics NOT collected completely")
+
+    return function, e
\ No newline at end of file
diff --git a/tools/profiler/requirements.txt b/tools/profiler/requirements.txt
new file mode 100644
index 00000000..3fe13334
--- /dev/null
+++ b/tools/profiler/requirements.txt
@@ -0,0 +1,6 @@
+numpy 
+jq 
+typing 
+matplotlib 
+argparse 
+PyYAML
\ No newline at end of file
diff --git a/tools/profiler/yamls/aes-go/generate-yamls.py b/tools/profiler/yamls/aes-go/generate-yamls.py
new file mode 100644
index 00000000..f1d03e9b
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/generate-yamls.py
@@ -0,0 +1,43 @@
+import yaml
+
+# Template YAML content
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+"""
+
+# List of x values
+x_values = [10, 100, 500, 1000, 2000, 4500, 7000, 10000, 20000, 45000, 70000, 100000, 200000, 450000, 700000, 1000000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-aes-go-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-10-10.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-10-10.yaml
new file mode 100644
index 00000000..5cc27141
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-10-10.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-100-101.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-100-101.yaml
new file mode 100644
index 00000000..a9456ba2
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-100-101.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-100-101
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=100
+            - --upperBound=101
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-1000-1010.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-1000-1010.yaml
new file mode 100644
index 00000000..dfbc39c3
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-1000-1010.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-10000-10100.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-10000-10100.yaml
new file mode 100644
index 00000000..7cd4da4e
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-10000-10100.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-100000-101000.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-100000-101000.yaml
new file mode 100644
index 00000000..584c35fc
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-100000-101000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-100000-101000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=100000
+            - --upperBound=101000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-1000000-1010000.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-1000000-1010000.yaml
new file mode 100644
index 00000000..684d6a86
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-1000000-1010000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-1000000-1010000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000000
+            - --upperBound=1010000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-2000-2020.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-2000-2020.yaml
new file mode 100644
index 00000000..bf99abaa
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-2000-2020.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-2000-2020
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=2000
+            - --upperBound=2020
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-20000-20200.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-20000-20200.yaml
new file mode 100644
index 00000000..8f8c6ef6
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-20000-20200.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-200000-202000.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-200000-202000.yaml
new file mode 100644
index 00000000..31118173
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-200000-202000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-200000-202000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=200000
+            - --upperBound=202000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-4500-4545.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-4500-4545.yaml
new file mode 100644
index 00000000..b29f8166
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-4500-4545.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-45000-45450.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-45000-45450.yaml
new file mode 100644
index 00000000..e044f93c
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-45000-45450.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-45000-45450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=45000
+            - --upperBound=45450
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-450000-454500.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-450000-454500.yaml
new file mode 100644
index 00000000..acc2d9a4
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-450000-454500.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-450000-454500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=450000
+            - --upperBound=454500
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-500-505.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-500-505.yaml
new file mode 100644
index 00000000..81ada38b
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-500-505.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-500-505
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=500
+            - --upperBound=505
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-7000-7070.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-7000-7070.yaml
new file mode 100644
index 00000000..bc839ae7
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-7000-7070.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-7000-7070
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=7000
+            - --upperBound=7070
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-70000-70700.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-70000-70700.yaml
new file mode 100644
index 00000000..8baa451f
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-70000-70700.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-70000-70700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=70000
+            - --upperBound=70700
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-go/kn-aes-go-700000-707000.yaml b/tools/profiler/yamls/aes-go/kn-aes-go-700000-707000.yaml
new file mode 100644
index 00000000..db94a6fe
--- /dev/null
+++ b/tools/profiler/yamls/aes-go/kn-aes-go-700000-707000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-go-700000-707000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=700000
+            - --upperBound=707000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-go:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/aes-nodejs/generate-yamls.py b/tools/profiler/yamls/aes-nodejs/generate-yamls.py
new file mode 100644
index 00000000..e280ca2b
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/generate-yamls.py
@@ -0,0 +1,44 @@
+import yaml
+
+# Template YAML content
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+"""
+
+# List of x values
+x_values = [10, 100, 500, 1000, 2000, 4500, 7000, 10000, 20000, 45000, 70000, 100000, 200000, 450000, 700000, 1000000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-aes-nodejs-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-10-10.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-10-10.yaml
new file mode 100644
index 00000000..a79b8d91
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-10-10.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-100-101.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-100-101.yaml
new file mode 100644
index 00000000..f026fd75
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-100-101.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-100-101
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=100
+            - --upperBound=101
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-1000-1010.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-1000-1010.yaml
new file mode 100644
index 00000000..2e4cca08
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-1000-1010.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-10000-10100.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-10000-10100.yaml
new file mode 100644
index 00000000..a0e55bfa
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-10000-10100.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-100000-101000.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-100000-101000.yaml
new file mode 100644
index 00000000..612bb215
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-100000-101000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-100000-101000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=100000
+            - --upperBound=101000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-1000000-1010000.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-1000000-1010000.yaml
new file mode 100644
index 00000000..c7bcd900
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-1000000-1010000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-1000000-1010000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000000
+            - --upperBound=1010000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-2000-2020.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-2000-2020.yaml
new file mode 100644
index 00000000..f01f54ba
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-2000-2020.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-2000-2020
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=2000
+            - --upperBound=2020
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-20000-20200.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-20000-20200.yaml
new file mode 100644
index 00000000..6d8a9f95
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-20000-20200.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-200000-202000.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-200000-202000.yaml
new file mode 100644
index 00000000..9a0e86dc
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-200000-202000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-200000-202000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=200000
+            - --upperBound=202000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-4500-4545.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-4500-4545.yaml
new file mode 100644
index 00000000..f4328c1d
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-4500-4545.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-45000-45450.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-45000-45450.yaml
new file mode 100644
index 00000000..fd08d014
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-45000-45450.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-45000-45450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=45000
+            - --upperBound=45450
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-450000-454500.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-450000-454500.yaml
new file mode 100644
index 00000000..98aa5da0
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-450000-454500.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-450000-454500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=450000
+            - --upperBound=454500
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-500-505.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-500-505.yaml
new file mode 100644
index 00000000..0bd660a1
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-500-505.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-500-505
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=500
+            - --upperBound=505
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-7000-7070.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-7000-7070.yaml
new file mode 100644
index 00000000..82cb0e87
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-7000-7070.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-7000-7070
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=7000
+            - --upperBound=7070
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-70000-70700.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-70000-70700.yaml
new file mode 100644
index 00000000..bd134725
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-70000-70700.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-70000-70700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=70000
+            - --upperBound=70700
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-700000-707000.yaml b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-700000-707000.yaml
new file mode 100644
index 00000000..3059d710
--- /dev/null
+++ b/tools/profiler/yamls/aes-nodejs/kn-aes-nodejs-700000-707000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-nodejs-700000-707000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=700000
+            - --upperBound=707000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/generate-yamls.py b/tools/profiler/yamls/aes-python/generate-yamls.py
new file mode 100644
index 00000000..4db590fc
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/generate-yamls.py
@@ -0,0 +1,44 @@
+import yaml
+
+# Template YAML content
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+"""
+
+# List of x values
+x_values = [10, 100, 500, 1000, 2000, 4500, 7000, 10000, 20000, 45000, 70000, 100000, 200000, 450000, 700000, 1000000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-aes-python-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-10-10.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-10-10.yaml
new file mode 100644
index 00000000..a592e333
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-10-10.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-100-101.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-100-101.yaml
new file mode 100644
index 00000000..2f6a8e63
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-100-101.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-100-101
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=100
+            - --upperBound=101
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-1000-1010.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-1000-1010.yaml
new file mode 100644
index 00000000..11836b93
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-1000-1010.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-10000-10100.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-10000-10100.yaml
new file mode 100644
index 00000000..745bb9fe
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-10000-10100.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-100000-101000.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-100000-101000.yaml
new file mode 100644
index 00000000..a0e762f9
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-100000-101000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-100000-101000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=100000
+            - --upperBound=101000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-1000000-1010000.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-1000000-1010000.yaml
new file mode 100644
index 00000000..baed0c09
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-1000000-1010000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-1000000-1010000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000000
+            - --upperBound=1010000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-2000-2020.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-2000-2020.yaml
new file mode 100644
index 00000000..4266628b
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-2000-2020.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-2000-2020
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=2000
+            - --upperBound=2020
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-20000-20200.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-20000-20200.yaml
new file mode 100644
index 00000000..4258c42c
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-20000-20200.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-200000-202000.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-200000-202000.yaml
new file mode 100644
index 00000000..c225609c
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-200000-202000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-200000-202000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=200000
+            - --upperBound=202000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-4500-4545.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-4500-4545.yaml
new file mode 100644
index 00000000..4ad83246
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-4500-4545.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-45000-45450.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-45000-45450.yaml
new file mode 100644
index 00000000..df1eb475
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-45000-45450.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-45000-45450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=45000
+            - --upperBound=45450
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-450000-454500.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-450000-454500.yaml
new file mode 100644
index 00000000..30f31e29
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-450000-454500.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-450000-454500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=450000
+            - --upperBound=454500
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-500-505.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-500-505.yaml
new file mode 100644
index 00000000..df8c8be1
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-500-505.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-500-505
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=500
+            - --upperBound=505
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-7000-7070.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-7000-7070.yaml
new file mode 100644
index 00000000..845f97a8
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-7000-7070.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-7000-7070
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=7000
+            - --upperBound=7070
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-70000-70700.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-70000-70700.yaml
new file mode 100644
index 00000000..955b0c19
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-70000-70700.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-70000-70700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=70000
+            - --upperBound=70700
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/aes-python/kn-aes-python-700000-707000.yaml b/tools/profiler/yamls/aes-python/kn-aes-python-700000-707000.yaml
new file mode 100644
index 00000000..3e0c6d8e
--- /dev/null
+++ b/tools/profiler/yamls/aes-python/kn-aes-python-700000-707000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: aes-python-700000-707000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=aes-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=700000
+            - --upperBound=707000
+            - --profile-function=true
+        - image: docker.io/vhiveease/aes-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/auth/kn-auth-go.yaml b/tools/profiler/yamls/auth/kn-auth-go.yaml
new file mode 100644
index 00000000..9939159a
--- /dev/null
+++ b/tools/profiler/yamls/auth/kn-auth-go.yaml
@@ -0,0 +1,44 @@
+# MIT License
+#
+# Copyright (c) 2021 David Schall and EASE lab
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: auth-go
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=auth-go
+            - --profile-function=true
+        - image: docker.io/vhiveease/auth-go:latest
+          args:
+            - --addr=0.0.0.0:50051
\ No newline at end of file
diff --git a/tools/profiler/yamls/auth/kn-auth-nodejs.yaml b/tools/profiler/yamls/auth/kn-auth-nodejs.yaml
new file mode 100644
index 00000000..e48697aa
--- /dev/null
+++ b/tools/profiler/yamls/auth/kn-auth-nodejs.yaml
@@ -0,0 +1,45 @@
+# MIT License
+#
+# Copyright (c) 2021 David Schall and EASE lab
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: auth-nodejs
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=auth-nodejs
+            - --profile-function=true
+        - image: docker.io/vhiveease/auth-nodejs:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
\ No newline at end of file
diff --git a/tools/profiler/yamls/auth/kn-auth-python.yaml b/tools/profiler/yamls/auth/kn-auth-python.yaml
new file mode 100644
index 00000000..33b16a10
--- /dev/null
+++ b/tools/profiler/yamls/auth/kn-auth-python.yaml
@@ -0,0 +1,45 @@
+# MIT License
+#
+# Copyright (c) 2021 David Schall and EASE lab
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: auth-python
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=auth-python
+            - --profile-function=true
+        - image: docker.io/vhiveease/auth-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
\ No newline at end of file
diff --git a/tools/profiler/yamls/compression/compression-database.yaml b/tools/profiler/yamls/compression/compression-database.yaml
new file mode 100644
index 00000000..b42a588d
--- /dev/null
+++ b/tools/profiler/yamls/compression/compression-database.yaml
@@ -0,0 +1,74 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: compression-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: compression-database
+  template:
+    metadata:
+      labels:
+        app: compression-database
+    spec:
+      containers:
+      - name: database
+        image: docker.io/vhiveease/mongodb
+        ports:
+        - containerPort: 27017
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: compression-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: compression-database
+  ports:
+  - name: database
+    port: 27017
+    targetPort: 27017
+
+---
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: init-compression-database
+spec:
+  template:
+    spec:
+      containers:
+      - name: init-compression-database
+        image: docker.io/vhiveease/compression-init-database:latest
+        args:
+          - --db_addr=mongodb://compression-database:27017
+      restartPolicy: Never
\ No newline at end of file
diff --git a/tools/profiler/yamls/compression/kn-compression-python-img-1.yaml b/tools/profiler/yamls/compression/kn-compression-python-img-1.yaml
new file mode 100644
index 00000000..7f18cb77
--- /dev/null
+++ b/tools/profiler/yamls/compression/kn-compression-python-img-1.yaml
@@ -0,0 +1,46 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: compression-python
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=compression-python
+            - --value=img1.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/compression-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/compression/kn-compression-python-img-2.yaml b/tools/profiler/yamls/compression/kn-compression-python-img-2.yaml
new file mode 100644
index 00000000..263383e3
--- /dev/null
+++ b/tools/profiler/yamls/compression/kn-compression-python-img-2.yaml
@@ -0,0 +1,46 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: compression-python
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=compression-python
+            - --value=img2.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/compression-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/compression/kn-compression-python-txt.yaml b/tools/profiler/yamls/compression/kn-compression-python-txt.yaml
new file mode 100644
index 00000000..b4116166
--- /dev/null
+++ b/tools/profiler/yamls/compression/kn-compression-python-txt.yaml
@@ -0,0 +1,46 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: compression-python
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=compression-python
+            - --value=helloworld.txt
+            - --profile-function=true
+        - image: docker.io/vhiveease/compression-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/compression/kn-compression-python-vid.yaml b/tools/profiler/yamls/compression/kn-compression-python-vid.yaml
new file mode 100644
index 00000000..40d5057f
--- /dev/null
+++ b/tools/profiler/yamls/compression/kn-compression-python-vid.yaml
@@ -0,0 +1,46 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: compression-python
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=compression-python
+            - --value=video1.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/compression-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-go/generate-yamls.py b/tools/profiler/yamls/fibonacci-go/generate-yamls.py
new file mode 100644
index 00000000..fd5d183a
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/generate-yamls.py
@@ -0,0 +1,43 @@
+import yaml
+
+# Template YAML content
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
+"""
+
+# List of x values
+x_values = [10, 1000, 4500, 10000, 20000, 45000, 70000, 100000, 200000, 450000, 700000, 1000000, 1500000, 2000000, 3500000, 5500000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-fibonacci-go-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
\ No newline at end of file
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-10-10.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-10-10.yaml
new file mode 100644
index 00000000..2a5182ad
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-10-10.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-1000-1010.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-1000-1010.yaml
new file mode 100644
index 00000000..8581f364
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-1000-1010.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-10000-10100.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-10000-10100.yaml
new file mode 100644
index 00000000..7c9742f2
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-10000-10100.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-100000-101000.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-100000-101000.yaml
new file mode 100644
index 00000000..6b237949
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-100000-101000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-100000-101000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=100000
+            - --upperBound=101000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-1000000-1010000.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-1000000-1010000.yaml
new file mode 100644
index 00000000..7b1c181b
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-1000000-1010000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-1000000-1010000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000000
+            - --upperBound=1010000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-1500000-1515000.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-1500000-1515000.yaml
new file mode 100644
index 00000000..32053dff
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-1500000-1515000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-1500000-1515000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=1500000
+            - --upperBound=1515000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-20000-20200.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-20000-20200.yaml
new file mode 100644
index 00000000..2398287d
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-20000-20200.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-200000-202000.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-200000-202000.yaml
new file mode 100644
index 00000000..47aac5cf
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-200000-202000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-200000-202000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=200000
+            - --upperBound=202000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-2000000-2020000.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-2000000-2020000.yaml
new file mode 100644
index 00000000..8581613a
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-2000000-2020000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-2000000-2020000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=2000000
+            - --upperBound=2020000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-3500000-3535000.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-3500000-3535000.yaml
new file mode 100644
index 00000000..d9b20fb9
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-3500000-3535000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-3500000-3535000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=3500000
+            - --upperBound=3535000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-4500-4545.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-4500-4545.yaml
new file mode 100644
index 00000000..de8cd649
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-4500-4545.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-45000-45450.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-45000-45450.yaml
new file mode 100644
index 00000000..02b489c5
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-45000-45450.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-45000-45450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=45000
+            - --upperBound=45450
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-450000-454500.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-450000-454500.yaml
new file mode 100644
index 00000000..7c646b57
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-450000-454500.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-450000-454500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=450000
+            - --upperBound=454500
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-5500000-5555000.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-5500000-5555000.yaml
new file mode 100644
index 00000000..d7634d74
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-5500000-5555000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-5500000-5555000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=5500000
+            - --upperBound=5555000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-70000-70700.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-70000-70700.yaml
new file mode 100644
index 00000000..60e0a11b
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-70000-70700.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-70000-70700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=70000
+            - --upperBound=70700
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-700000-707000.yaml b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-700000-707000.yaml
new file mode 100644
index 00000000..b13a8498
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-go/kn-fibonacci-go-700000-707000.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-go-700000-707000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-go
+            - --value=10
+            - --generator=random
+            - --lowerBound=700000
+            - --upperBound=707000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-go-mod:latest
+          args:
+            - --addr=0.0.0.0:50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/generate-yamls.py b/tools/profiler/yamls/fibonacci-nodejs/generate-yamls.py
new file mode 100644
index 00000000..4cc556cc
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/generate-yamls.py
@@ -0,0 +1,43 @@
+import yaml
+
+# Template YAML content
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+"""
+
+# List of x values
+x_values = [10, 1000, 4500, 10000, 20000, 45000, 70000, 100000, 200000, 450000, 700000, 1000000, 2000000, 3000000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-fibonacci-nodejs-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10-10.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10-10.yaml
new file mode 100644
index 00000000..e5c1f63c
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10-10.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000-1010.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000-1010.yaml
new file mode 100644
index 00000000..3ff2fd13
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000-1010.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10000-10100.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10000-10100.yaml
new file mode 100644
index 00000000..0ce684a6
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-10000-10100.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-100000-101000.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-100000-101000.yaml
new file mode 100644
index 00000000..58ad6e27
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-100000-101000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-100000-101000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=100000
+            - --upperBound=101000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000000-1010000.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000000-1010000.yaml
new file mode 100644
index 00000000..c6188b2f
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-1000000-1010000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-1000000-1010000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000000
+            - --upperBound=1010000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-20000-20200.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-20000-20200.yaml
new file mode 100644
index 00000000..883070e3
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-20000-20200.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-200000-202000.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-200000-202000.yaml
new file mode 100644
index 00000000..e46faf5b
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-200000-202000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-200000-202000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=200000
+            - --upperBound=202000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-2000000-2020000.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-2000000-2020000.yaml
new file mode 100644
index 00000000..53c1cf19
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-2000000-2020000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-2000000-2020000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=2000000
+            - --upperBound=2020000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-3000000-3030000.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-3000000-3030000.yaml
new file mode 100644
index 00000000..f16be8ae
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-3000000-3030000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-3000000-3030000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=3000000
+            - --upperBound=3030000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-4500-4545.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-4500-4545.yaml
new file mode 100644
index 00000000..99038616
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-4500-4545.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-45000-45450.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-45000-45450.yaml
new file mode 100644
index 00000000..bd3de7fd
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-45000-45450.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-45000-45450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=45000
+            - --upperBound=45450
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-450000-454500.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-450000-454500.yaml
new file mode 100644
index 00000000..18a02a45
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-450000-454500.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-450000-454500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=450000
+            - --upperBound=454500
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-70000-70700.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-70000-70700.yaml
new file mode 100644
index 00000000..d5ec671d
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-70000-70700.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-70000-70700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=70000
+            - --upperBound=70700
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-700000-707000.yaml b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-700000-707000.yaml
new file mode 100644
index 00000000..024a4547
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-nodejs/kn-fibonacci-nodejs-700000-707000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-nodejs-700000-707000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-nodejs
+            - --value=10
+            - --generator=random
+            - --lowerBound=700000
+            - --upperBound=707000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-nodejs-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/generate-yamls.py b/tools/profiler/yamls/fibonacci-python/generate-yamls.py
new file mode 100644
index 00000000..4a4a9da3
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/generate-yamls.py
@@ -0,0 +1,44 @@
+import yaml
+
+# Template YAML content
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+"""
+
+# List of x values
+x_values = [10, 1000, 4500, 10000, 20000, 45000, 70000, 100000, 200000, 450000, 700000, 1000000, 1500000, 2000000, 3500000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-fibonacci-python-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
\ No newline at end of file
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-10-10.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-10-10.yaml
new file mode 100644
index 00000000..383dceca
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-10-10.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-1000-1010.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-1000-1010.yaml
new file mode 100644
index 00000000..b925c9d8
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-1000-1010.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-10000-10100.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-10000-10100.yaml
new file mode 100644
index 00000000..11b9c370
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-10000-10100.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-100000-101000.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-100000-101000.yaml
new file mode 100644
index 00000000..a345bafe
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-100000-101000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-100000-101000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=100000
+            - --upperBound=101000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-1000000-1010000.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-1000000-1010000.yaml
new file mode 100644
index 00000000..f96b1dfa
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-1000000-1010000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-1000000-1010000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=1000000
+            - --upperBound=1010000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-1500000-1515000.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-1500000-1515000.yaml
new file mode 100644
index 00000000..ea2f49ea
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-1500000-1515000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-1500000-1515000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=1500000
+            - --upperBound=1515000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-20000-20200.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-20000-20200.yaml
new file mode 100644
index 00000000..3b5008ba
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-20000-20200.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-200000-202000.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-200000-202000.yaml
new file mode 100644
index 00000000..f283c1db
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-200000-202000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-200000-202000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=200000
+            - --upperBound=202000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-2000000-2020000.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-2000000-2020000.yaml
new file mode 100644
index 00000000..2f75d2c5
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-2000000-2020000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-2000000-2020000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=2000000
+            - --upperBound=2020000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-3500000-3535000.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-3500000-3535000.yaml
new file mode 100644
index 00000000..dee32b42
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-3500000-3535000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-3500000-3535000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=3500000
+            - --upperBound=3535000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-4500-4545.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-4500-4545.yaml
new file mode 100644
index 00000000..11b163e6
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-4500-4545.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-45000-45450.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-45000-45450.yaml
new file mode 100644
index 00000000..1c69b9e4
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-45000-45450.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-45000-45450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=45000
+            - --upperBound=45450
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-450000-454500.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-450000-454500.yaml
new file mode 100644
index 00000000..f92d2eea
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-450000-454500.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-450000-454500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=450000
+            - --upperBound=454500
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-70000-70700.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-70000-70700.yaml
new file mode 100644
index 00000000..c339287e
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-70000-70700.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-70000-70700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=70000
+            - --upperBound=70700
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-700000-707000.yaml b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-700000-707000.yaml
new file mode 100644
index 00000000..58a09a81
--- /dev/null
+++ b/tools/profiler/yamls/fibonacci-python/kn-fibonacci-python-700000-707000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: fibonacci-python-700000-707000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=fibonacci-python
+            - --value=10
+            - --generator=random
+            - --lowerBound=700000
+            - --upperBound=707000
+            - --profile-function=true
+        - image: docker.io/vhiveease/fibonacci-python-mod:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
diff --git a/tools/profiler/yamls/gptj/kn-gptj-python.yaml b/tools/profiler/yamls/gptj/kn-gptj-python.yaml
new file mode 100644
index 00000000..f576cde5
--- /dev/null
+++ b/tools/profiler/yamls/gptj/kn-gptj-python.yaml
@@ -0,0 +1,48 @@
+# MIT License
+#
+# Copyright (c) 2021 David Schall and EASE lab
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: gptj-python
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=gptj-python
+            - --profile-function=true
+        - image: docker.io/vhiveease/gptj-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --dataset-path=python/data/cnn_eval.json
+            - --mlperf_conf=python/config/mlperf.conf
+            - --user_conf=python/config/user.conf
\ No newline at end of file
diff --git a/tools/profiler/yamls/hotel-app/database.yaml b/tools/profiler/yamls/hotel-app/database.yaml
new file mode 100644
index 00000000..997e11bd
--- /dev/null
+++ b/tools/profiler/yamls/hotel-app/database.yaml
@@ -0,0 +1,59 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: hotel-app-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: hotel-app-database
+  template:
+    metadata:
+      labels:
+        app: hotel-app-database
+    spec:
+      containers:
+      - name: database
+        image: docker.io/vhiveease/mongodb
+        ports:
+        - containerPort: 27017
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: hotel-app-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: hotel-app-database
+  ports:
+  - name: database
+    port: 27017
+    targetPort: 27017
\ No newline at end of file
diff --git a/tools/profiler/yamls/hotel-app/kn-geo.yaml b/tools/profiler/yamls/hotel-app/kn-geo.yaml
new file mode 100644
index 00000000..02a5bda3
--- /dev/null
+++ b/tools/profiler/yamls/hotel-app/kn-geo.yaml
@@ -0,0 +1,50 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: hotel-app-geo
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay --------------
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=8083
+            - --function-name=geo
+            - --profile-function=true
+        # Function ------------
+        - name: function
+          image: docker.io/vhiveease/hotel-app-geo:latest
+          args:
+            - --url=0.0.0.0
+            - --port=8083
+            - --db_addr=hotel-app-database:27017
\ No newline at end of file
diff --git a/tools/profiler/yamls/hotel-app/kn-profile.yaml b/tools/profiler/yamls/hotel-app/kn-profile.yaml
new file mode 100644
index 00000000..e85d6efc
--- /dev/null
+++ b/tools/profiler/yamls/hotel-app/kn-profile.yaml
@@ -0,0 +1,52 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: hotel-app-profile
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay --------------
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=8083
+            - --function-name=profile
+            - --value="2,12,21"
+            - --profile-function=true
+        # Function ------------
+        - name: function
+          image: docker.io/vhiveease/hotel-app-profile:latest
+          args:
+            - --url=0.0.0.0
+            - --port=8083
+            - --db_addr=hotel-app-database:27017
+            - --memcached_addr=hotel-app-mmc:11211
\ No newline at end of file
diff --git a/tools/profiler/yamls/hotel-app/kn-recommendation.yaml b/tools/profiler/yamls/hotel-app/kn-recommendation.yaml
new file mode 100644
index 00000000..73347ff1
--- /dev/null
+++ b/tools/profiler/yamls/hotel-app/kn-recommendation.yaml
@@ -0,0 +1,51 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: hotel-app-recommendation
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay --------------
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=8083
+            - --function-name=recommendation
+            - --value="dis"
+            - --profile-function=true
+        # Function ------------
+        - name: function
+          image: docker.io/vhiveease/hotel-app-recommendation:latest
+          args:
+            - --url=0.0.0.0
+            - --port=8083
+            - --db_addr=hotel-app-database:27017
\ No newline at end of file
diff --git a/tools/profiler/yamls/hotel-app/kn-reservation.yaml b/tools/profiler/yamls/hotel-app/kn-reservation.yaml
new file mode 100644
index 00000000..b4f03771
--- /dev/null
+++ b/tools/profiler/yamls/hotel-app/kn-reservation.yaml
@@ -0,0 +1,53 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: hotel-app-reservation
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay --------------
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=8083
+            - --function-name=reservation
+            - --function-method=CheckAvailability
+            - --value=1
+            - --profile-function=true
+        # Function ------------
+        - name: function
+          image: docker.io/vhiveease/hotel-app-reservation:latest
+          args:
+            - --url=0.0.0.0
+            - --port=8083
+            - --db_addr=hotel-app-database:27017
+            - --memcached_addr=hotel-app-mmc:11211
\ No newline at end of file
diff --git a/tools/profiler/yamls/hotel-app/kn-user.yaml b/tools/profiler/yamls/hotel-app/kn-user.yaml
new file mode 100644
index 00000000..90485c37
--- /dev/null
+++ b/tools/profiler/yamls/hotel-app/kn-user.yaml
@@ -0,0 +1,51 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: hotel-app-user
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay --------------
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=8083
+            - --function-name=user
+            - --value=hello
+            - --profile-function=true
+        # Function ------------
+        - name: function
+          image: docker.io/vhiveease/hotel-app-user:latest
+          args:
+            - --url=0.0.0.0
+            - --port=8083
+            - --db_addr=hotel-app-database:27017
\ No newline at end of file
diff --git a/tools/profiler/yamls/hotel-app/memcached.yaml b/tools/profiler/yamls/hotel-app/memcached.yaml
new file mode 100644
index 00000000..755b9560
--- /dev/null
+++ b/tools/profiler/yamls/hotel-app/memcached.yaml
@@ -0,0 +1,64 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Memcached ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: hotel-app-mmc
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: hotel-app-mmc
+  template:
+    metadata:
+      labels:
+        app: hotel-app-mmc
+    spec:
+      containers:
+      - name: memcached
+        image: docker.io/vhiveease/memcached
+        ports:
+        - containerPort: 11211
+        env:
+          - name: MEMCACHED_CACHE_SIZE
+            value: "128"
+          - name: MEMCACHED_THREADS
+            value: "2"
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: hotel-app-mmc
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: hotel-app-mmc
+  ports:
+  - name: memcached
+    port: 11211
+    targetPort: 11211
\ No newline at end of file
diff --git a/tools/profiler/yamls/image-rotate-go/generate-yamls.py b/tools/profiler/yamls/image-rotate-go/generate-yamls.py
new file mode 100644
index 00000000..521789f3
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/generate-yamls.py
@@ -0,0 +1,42 @@
+import yaml
+
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-{x}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img{x}.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
+"""
+
+# List of x values
+x_values = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x)
+    filename = f"kn-image-rotate-go-{x}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/profiler/yamls/image-rotate-go/image-rotate-database.yaml b/tools/profiler/yamls/image-rotate-go/image-rotate-database.yaml
new file mode 100644
index 00000000..618f2ab4
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/image-rotate-database.yaml
@@ -0,0 +1,74 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: image-rotate-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: image-rotate-database
+  template:
+    metadata:
+      labels:
+        app: image-rotate-database
+    spec:
+      containers:
+      - name: database
+        image: docker.io/vhiveease/mongodb
+        ports:
+        - containerPort: 27017
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: image-rotate-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: image-rotate-database
+  ports:
+  - name: database
+    port: 27017
+    targetPort: 27017
+
+---
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: init-image-rotate-database
+spec:
+  template:
+    spec:
+      containers:
+      - name: init-image-rotate-database
+        image: docker.io/vhiveease/image-rotate-init-database:latest
+        args:
+          - --db_addr=mongodb://image-rotate-database:27017
+      restartPolicy: Never
\ No newline at end of file
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-1.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-1.yaml
new file mode 100644
index 00000000..1b6bd3af
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-1.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-1
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img1.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-10.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-10.yaml
new file mode 100644
index 00000000..9b0efc82
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-10.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img10.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-11.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-11.yaml
new file mode 100644
index 00000000..cce06c55
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-11.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-11
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img11.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-12.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-12.yaml
new file mode 100644
index 00000000..7bdbfce9
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-12.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-12
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img12.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-13.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-13.yaml
new file mode 100644
index 00000000..81a8f477
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-13.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-13
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img13.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-14.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-14.yaml
new file mode 100644
index 00000000..8734c055
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-14.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-14
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img14.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-15.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-15.yaml
new file mode 100644
index 00000000..6af63ac8
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-15.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-15
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img15.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-16.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-16.yaml
new file mode 100644
index 00000000..44e969e5
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-16.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-16
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img16.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-17.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-17.yaml
new file mode 100644
index 00000000..d2c74404
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-17.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-17
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img17.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-2.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-2.yaml
new file mode 100644
index 00000000..46df5938
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-2.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-2
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img2.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-3.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-3.yaml
new file mode 100644
index 00000000..e795f13b
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-3.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-3
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img3.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-4.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-4.yaml
new file mode 100644
index 00000000..a6e83292
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-4.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-4
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img4.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-5.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-5.yaml
new file mode 100644
index 00000000..7cfcebad
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-5.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-5
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img5.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-6.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-6.yaml
new file mode 100644
index 00000000..cd8a7598
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-6.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-6
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img6.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-7.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-7.yaml
new file mode 100644
index 00000000..2de7251f
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-7.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-7
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img7.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-8.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-8.yaml
new file mode 100644
index 00000000..73fc7421
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-8.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-8
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img8.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-9.yaml b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-9.yaml
new file mode 100644
index 00000000..505dde5b
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-go/kn-image-rotate-go-9.yaml
@@ -0,0 +1,27 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-go-9
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-go
+            - --value=img9.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-go:latest
+          args:
+            - --addr=0.0.0.0:50051
+            - --db_addr=mongodb://image-rotate-database:27017
+
+
diff --git a/tools/profiler/yamls/image-rotate-python/generate-yamls.py b/tools/profiler/yamls/image-rotate-python/generate-yamls.py
new file mode 100644
index 00000000..2d475a19
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/generate-yamls.py
@@ -0,0 +1,40 @@
+import yaml
+
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-{x}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img{x}.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
+"""
+
+# List of x values
+x_values = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    yaml_content = template_yaml.format(x=x)
+    filename = f"kn-image-rotate-python-{x}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/profiler/yamls/image-rotate-python/image-rotate-database.yaml b/tools/profiler/yamls/image-rotate-python/image-rotate-database.yaml
new file mode 100644
index 00000000..618f2ab4
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/image-rotate-database.yaml
@@ -0,0 +1,74 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: image-rotate-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: image-rotate-database
+  template:
+    metadata:
+      labels:
+        app: image-rotate-database
+    spec:
+      containers:
+      - name: database
+        image: docker.io/vhiveease/mongodb
+        ports:
+        - containerPort: 27017
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: image-rotate-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: image-rotate-database
+  ports:
+  - name: database
+    port: 27017
+    targetPort: 27017
+
+---
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: init-image-rotate-database
+spec:
+  template:
+    spec:
+      containers:
+      - name: init-image-rotate-database
+        image: docker.io/vhiveease/image-rotate-init-database:latest
+        args:
+          - --db_addr=mongodb://image-rotate-database:27017
+      restartPolicy: Never
\ No newline at end of file
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-1.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-1.yaml
new file mode 100644
index 00000000..ba309741
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-1.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-1
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img1.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-10.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-10.yaml
new file mode 100644
index 00000000..6d29556d
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-10.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img10.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-11.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-11.yaml
new file mode 100644
index 00000000..535a329a
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-11.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-11
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img11.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-12.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-12.yaml
new file mode 100644
index 00000000..42fc33eb
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-12.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-12
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img12.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-13.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-13.yaml
new file mode 100644
index 00000000..66553b48
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-13.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-13
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img13.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-14.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-14.yaml
new file mode 100644
index 00000000..e61c992e
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-14.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-14
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img14.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-15.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-15.yaml
new file mode 100644
index 00000000..c5a774ae
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-15.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-15
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img15.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-16.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-16.yaml
new file mode 100644
index 00000000..e3af7b04
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-16.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-16
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img16.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-17.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-17.yaml
new file mode 100644
index 00000000..270ef94f
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-17.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-17
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img17.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-2.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-2.yaml
new file mode 100644
index 00000000..5fc0badf
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-2.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-2
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img2.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-3.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-3.yaml
new file mode 100644
index 00000000..6acaeff3
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-3.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-3
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img3.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-4.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-4.yaml
new file mode 100644
index 00000000..913b09dc
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-4.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-4
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img4.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-5.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-5.yaml
new file mode 100644
index 00000000..2c7b6bbc
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-5.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-5
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img5.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-6.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-6.yaml
new file mode 100644
index 00000000..47e1dbac
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-6.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-6
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img6.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-7.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-7.yaml
new file mode 100644
index 00000000..4f252284
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-7.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-7
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img7.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-8.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-8.yaml
new file mode 100644
index 00000000..611defd2
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-8.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-8
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img8.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-9.yaml b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-9.yaml
new file mode 100644
index 00000000..66d51bad
--- /dev/null
+++ b/tools/profiler/yamls/image-rotate-python/kn-image-rotate-python-9.yaml
@@ -0,0 +1,26 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: image-rotate-python-9
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=image-rotate-python
+            - --value=img9.jpg
+            - --profile-function=true
+        - image: docker.io/vhiveease/image-rotate-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://image-rotate-database:27017
diff --git a/tools/profiler/yamls/online-shop/database.yaml b/tools/profiler/yamls/online-shop/database.yaml
new file mode 100644
index 00000000..3145a4cd
--- /dev/null
+++ b/tools/profiler/yamls/online-shop/database.yaml
@@ -0,0 +1,59 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: online-shop-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: online-shop-database
+  template:
+    metadata:
+      labels:
+        app: online-shop-database
+    spec:
+      containers:
+      - name: databse
+        image: redis:alpine
+        ports:
+        - containerPort: 6379
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: online-shop-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: online-shop-database
+  ports:
+  - name: database
+    port: 6379
+    targetPort: 6379
\ No newline at end of file
diff --git a/tools/profiler/yamls/online-shop/kn-adservice.yaml b/tools/profiler/yamls/online-shop/kn-adservice.yaml
new file mode 100644
index 00000000..d3b52369
--- /dev/null
+++ b/tools/profiler/yamls/online-shop/kn-adservice.yaml
@@ -0,0 +1,57 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: adservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay ---
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=9555
+            - --function-name=adservice
+            - --generator=unique
+            - --value=donuts
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-adservice:latest
+          env:
+          - name: PORT
+            value: "9555"
+          - name: DISABLE_TRACING
+            value: "1"
+          - name: DISABLE_PROFILER
+            value: "1"
+          - name: DISABLE_DEBUGGER
+            value: "1"
\ No newline at end of file
diff --git a/tools/profiler/yamls/online-shop/kn-cartservice.yaml b/tools/profiler/yamls/online-shop/kn-cartservice.yaml
new file mode 100644
index 00000000..e64f06e2
--- /dev/null
+++ b/tools/profiler/yamls/online-shop/kn-cartservice.yaml
@@ -0,0 +1,60 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: cartservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=7070
+            - --function-name=cartservice
+            - --generator=unique
+            - --value=12345
+            - --function-method=AddItem
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-cartservice:latest
+          env:
+            - name: PORT
+              value: "7070"
+            - name: DISABLE_TRACING
+              value: "1"
+            - name: DISABLE_PROFILER
+              value: "1"
+            - name: DISABLE_DEBUGGER
+              value: "1"
+            - name: REDIS_ADDR
+              value: "online-shop-database:6379"
\ No newline at end of file
diff --git a/tools/profiler/yamls/online-shop/kn-currencyservice.yaml b/tools/profiler/yamls/online-shop/kn-currencyservice.yaml
new file mode 100644
index 00000000..11cf7dbd
--- /dev/null
+++ b/tools/profiler/yamls/online-shop/kn-currencyservice.yaml
@@ -0,0 +1,58 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: currencyservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=7000
+            - --function-name=currencyservice
+            - --generator=unique
+            - --value=100
+            - --function-method=Convert
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-currencyservice:latest
+          env:
+          - name: PORT
+            value: "7000"
+          - name: DISABLE_TRACING
+            value: "1"
+          - name: DISABLE_PROFILER
+            value: "1"
+          - name: DISABLE_DEBUGGER
+            value: "1"
\ No newline at end of file
diff --git a/tools/profiler/yamls/online-shop/kn-emailservice.yaml b/tools/profiler/yamls/online-shop/kn-emailservice.yaml
new file mode 100644
index 00000000..078a0f15
--- /dev/null
+++ b/tools/profiler/yamls/online-shop/kn-emailservice.yaml
@@ -0,0 +1,56 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: emailservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay ---
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=8080
+            - --function-name=emailservice
+            - --generator=unique
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-emailservice:latest
+          env:
+          - name: PORT
+            value: "8080"
+          - name: DISABLE_TRACING
+            value: "1"
+          - name: DISABLE_PROFILER
+            value: "1"
+          - name: DISABLE_DEBUGGER
+            value: "1"
\ No newline at end of file
diff --git a/tools/profiler/yamls/online-shop/kn-paymentservice.yaml b/tools/profiler/yamls/online-shop/kn-paymentservice.yaml
new file mode 100644
index 00000000..f1e43bac
--- /dev/null
+++ b/tools/profiler/yamls/online-shop/kn-paymentservice.yaml
@@ -0,0 +1,57 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: paymentservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay ---
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=paymentservice
+            - --generator=unique
+            - --value=100
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-paymentservice:latest
+          env:
+          - name: PORT
+            value: "50051"
+          - name: DISABLE_TRACING
+            value: "1"
+          - name: DISABLE_PROFILER
+            value: "1"
+          - name: DISABLE_DEBUGGER
+            value: "1"
\ No newline at end of file
diff --git a/tools/profiler/yamls/online-shop/kn-productcatalogservice.yaml b/tools/profiler/yamls/online-shop/kn-productcatalogservice.yaml
new file mode 100644
index 00000000..1ad2296a
--- /dev/null
+++ b/tools/profiler/yamls/online-shop/kn-productcatalogservice.yaml
@@ -0,0 +1,58 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: productcatalogservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay ---
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=3550
+            - --function-name=productcatalogservice
+            - --generator=unique
+            - --value=loremipsum
+            - --function-method=ListProducts
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-productcatalogservice:latest
+          env:
+          - name: PORT
+            value: "3550"
+          - name: DISABLE_TRACING
+            value: "1"
+          - name: DISABLE_PROFILER
+            value: "1"
+          - name: DISABLE_DEBUGGER
+            value: "1"
\ No newline at end of file
diff --git a/tools/profiler/yamls/online-shop/kn-shippingservice.yaml b/tools/profiler/yamls/online-shop/kn-shippingservice.yaml
new file mode 100644
index 00000000..f982505e
--- /dev/null
+++ b/tools/profiler/yamls/online-shop/kn-shippingservice.yaml
@@ -0,0 +1,57 @@
+# MIT License
+
+# Copyright (c) 2022 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: shippingservice
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        # Relay ---
+        - name: relay
+          image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=shippingservice
+            - --generator=unique
+            - --function-method=ShipOrder
+            - --profile-function=true
+        # Function ---
+        - name: function
+          image: docker.io/vhiveease/onlineshop-shippingservice:latest
+          env:
+          - name: PORT
+            value: "50051"
+          - name: DISABLE_TRACING
+            value: "1"
+          - name: DISABLE_PROFILER
+            value: "1"
+          - name: DISABLE_DEBUGGER
+            value: "1"
\ No newline at end of file
diff --git a/tools/profiler/yamls/rnn-serving/generate-yamls.py b/tools/profiler/yamls/rnn-serving/generate-yamls.py
new file mode 100644
index 00000000..17a66706
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/generate-yamls.py
@@ -0,0 +1,45 @@
+import yaml
+
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-{x}-{y}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound={x}
+            - --upperBound={y}
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
+"""
+
+# List of x values
+x_values = [1, 5, 10, 20, 45, 100, 200, 300, 450, 700, 1000, 1500, 2000, 2500, 3000, 4500, 7000, 8500, 10000, 12000, 14000, 16000, 18000, 20000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x, y=y)
+    filename = f"kn-rnn-serving-python-{x}-{y}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-1-1.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-1-1.yaml
new file mode 100644
index 00000000..d3ac53e9
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-1-1.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-1-1
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=1
+            - --upperBound=1
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-10-10.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-10-10.yaml
new file mode 100644
index 00000000..4b2f30f2
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-10-10.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-10-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=10
+            - --upperBound=10
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-100-101.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-100-101.yaml
new file mode 100644
index 00000000..c34700c5
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-100-101.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-100-101
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=100
+            - --upperBound=101
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-1000-1010.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-1000-1010.yaml
new file mode 100644
index 00000000..4c9e8119
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-1000-1010.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-1000-1010
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=1000
+            - --upperBound=1010
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-10000-10100.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-10000-10100.yaml
new file mode 100644
index 00000000..7e6f684e
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-10000-10100.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-10000-10100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=10000
+            - --upperBound=10100
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-12000-12120.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-12000-12120.yaml
new file mode 100644
index 00000000..160b79d3
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-12000-12120.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-12000-12120
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=12000
+            - --upperBound=12120
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-14000-14140.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-14000-14140.yaml
new file mode 100644
index 00000000..25468664
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-14000-14140.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-14000-14140
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=14000
+            - --upperBound=14140
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-1500-1515.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-1500-1515.yaml
new file mode 100644
index 00000000..31e55556
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-1500-1515.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-1500-1515
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=1500
+            - --upperBound=1515
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-16000-16160.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-16000-16160.yaml
new file mode 100644
index 00000000..8bc24345
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-16000-16160.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-16000-16160
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=16000
+            - --upperBound=16160
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-18000-18180.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-18000-18180.yaml
new file mode 100644
index 00000000..5b1820a2
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-18000-18180.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-18000-18180
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=18000
+            - --upperBound=18180
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-20-20.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-20-20.yaml
new file mode 100644
index 00000000..fecd98a1
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-20-20.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-20-20
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=20
+            - --upperBound=20
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-200-202.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-200-202.yaml
new file mode 100644
index 00000000..f380b0e9
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-200-202.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-200-202
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=200
+            - --upperBound=202
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-2000-2020.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-2000-2020.yaml
new file mode 100644
index 00000000..3d6ca443
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-2000-2020.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-2000-2020
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=2000
+            - --upperBound=2020
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-20000-20200.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-20000-20200.yaml
new file mode 100644
index 00000000..6dd94bae
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-20000-20200.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-20000-20200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=20000
+            - --upperBound=20200
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-2500-2525.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-2500-2525.yaml
new file mode 100644
index 00000000..b0858921
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-2500-2525.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-2500-2525
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=2500
+            - --upperBound=2525
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-300-303.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-300-303.yaml
new file mode 100644
index 00000000..7e46b2e9
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-300-303.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-300-303
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=300
+            - --upperBound=303
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-3000-3030.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-3000-3030.yaml
new file mode 100644
index 00000000..83a7951b
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-3000-3030.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-3000-3030
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=3000
+            - --upperBound=3030
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-45-45.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-45-45.yaml
new file mode 100644
index 00000000..e52a5c44
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-45-45.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-45-45
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=45
+            - --upperBound=45
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-450-454.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-450-454.yaml
new file mode 100644
index 00000000..15fac635
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-450-454.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-450-454
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=450
+            - --upperBound=454
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-4500-4545.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-4500-4545.yaml
new file mode 100644
index 00000000..18b9736b
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-4500-4545.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-4500-4545
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=4500
+            - --upperBound=4545
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-5-5.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-5-5.yaml
new file mode 100644
index 00000000..5d97e2dd
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-5-5.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-5-5
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=5
+            - --upperBound=5
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-700-707.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-700-707.yaml
new file mode 100644
index 00000000..6535e910
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-700-707.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-700-707
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=700
+            - --upperBound=707
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-7000-7070.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-7000-7070.yaml
new file mode 100644
index 00000000..b1304e04
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-7000-7070.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-7000-7070
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=7000
+            - --upperBound=7070
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-8500-8585.yaml b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-8500-8585.yaml
new file mode 100644
index 00000000..0692505b
--- /dev/null
+++ b/tools/profiler/yamls/rnn-serving/kn-rnn-serving-python-8500-8585.yaml
@@ -0,0 +1,30 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: rnn-serving-python-8500-8585
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=rnn-serving-python
+            - --value=French
+            - --generator=random
+            - --lowerBound=8500
+            - --upperBound=8585
+            - --profile-function=true
+        - image: docker.io/vhiveease/rnn-serving-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --default_language=French
+            - --num_strings=15
diff --git a/tools/profiler/yamls/video-analytics-standalone/generate-yamls.py b/tools/profiler/yamls/video-analytics-standalone/generate-yamls.py
new file mode 100644
index 00000000..6316a226
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/generate-yamls.py
@@ -0,0 +1,43 @@
+import yaml
+
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-{x}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames={x}
+
+"""
+
+# List of x values
+x_values = [1, 2, 5, 10, 20, 30, 40, 50, 60, 70, 85, 100, 200, 300, 400, 500, 600, 700, 800, 900]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    yaml_content = template_yaml.format(x=x)
+    filename = f"kn-video-analytics-standalone-python-{x}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-1.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-1.yaml
new file mode 100644
index 00000000..3ff8796c
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-1.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-1
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=1
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-10.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-10.yaml
new file mode 100644
index 00000000..9ed1b0c5
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-10.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=10
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-100.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-100.yaml
new file mode 100644
index 00000000..a9800b03
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-100.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=100
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-2.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-2.yaml
new file mode 100644
index 00000000..16664d2f
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-2.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-2
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=2
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-20.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-20.yaml
new file mode 100644
index 00000000..5e404ade
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-20.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-20
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=20
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-200.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-200.yaml
new file mode 100644
index 00000000..6d0b11f8
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-200.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=200
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-30.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-30.yaml
new file mode 100644
index 00000000..4e14622a
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-30.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-30
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=30
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-300.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-300.yaml
new file mode 100644
index 00000000..645fb8b7
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-300.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-300
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=300
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-40.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-40.yaml
new file mode 100644
index 00000000..878d90d9
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-40.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-40
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=40
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-400.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-400.yaml
new file mode 100644
index 00000000..603a6e5a
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-400.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-400
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=400
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-5.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-5.yaml
new file mode 100644
index 00000000..1c54a1aa
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-5.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-5
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=5
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-50.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-50.yaml
new file mode 100644
index 00000000..952c7673
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-50.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-50
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=50
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-500.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-500.yaml
new file mode 100644
index 00000000..aee11b3b
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-500.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=500
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-60.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-60.yaml
new file mode 100644
index 00000000..c25a6899
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-60.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-60
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=60
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-600.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-600.yaml
new file mode 100644
index 00000000..2f2c474d
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-600.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-600
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=600
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-70.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-70.yaml
new file mode 100644
index 00000000..6531d0c1
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-70.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-70
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=70
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-700.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-700.yaml
new file mode 100644
index 00000000..579a5656
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-700.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=700
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-800.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-800.yaml
new file mode 100644
index 00000000..e744ea83
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-800.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-800
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=800
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-85.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-85.yaml
new file mode 100644
index 00000000..5142760f
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-85.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-85
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=85
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-900.yaml b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-900.yaml
new file mode 100644
index 00000000..0959ec5b
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/kn-video-analytics-standalone-python-900.yaml
@@ -0,0 +1,29 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-python-900
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-analytics-standalone-python
+            - --value=video2.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-analytics-standalone-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-analytics-standalone-database:27017
+            - --default_video=default.mp4
+            - --num_frames=900
+
diff --git a/tools/profiler/yamls/video-analytics-standalone/video-analytics-standalone-database.yaml b/tools/profiler/yamls/video-analytics-standalone/video-analytics-standalone-database.yaml
new file mode 100644
index 00000000..058944e4
--- /dev/null
+++ b/tools/profiler/yamls/video-analytics-standalone/video-analytics-standalone-database.yaml
@@ -0,0 +1,74 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: video-analytics-standalone-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: video-analytics-standalone-database
+  template:
+    metadata:
+      labels:
+        app: video-analytics-standalone-database
+    spec:
+      containers:
+      - name: database
+        image: docker.io/vhiveease/mongodb
+        ports:
+        - containerPort: 27017
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: video-analytics-standalone-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: video-analytics-standalone-database
+  ports:
+  - name: database
+    port: 27017
+    targetPort: 27017
+
+---
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: init-video-analytics-standalone-database
+spec:
+  template:
+    spec:
+      containers:
+      - name: init-video-analytics-standalone-database
+        image: docker.io/vhiveease/video-analytics-standalone-init-database:latest
+        args:
+          - --db_addr=mongodb://video-analytics-standalone-database:27017
+      restartPolicy: Never
\ No newline at end of file
diff --git a/tools/profiler/yamls/video-processing/generate-yamls.py b/tools/profiler/yamls/video-processing/generate-yamls.py
new file mode 100644
index 00000000..b845233a
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/generate-yamls.py
@@ -0,0 +1,43 @@
+import yaml
+
+template_yaml = """
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-{x}
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames={x}
+"""
+
+# List of x values
+x_values = [10, 20, 45, 70, 100, 200, 320, 450, 700, 1000, 1500, 2000, 3000, 4000, 5000, 6000, 7000]
+
+# Generate YAML files for each combination of x and y values
+for x in x_values:
+    y = int(1.01 * x)
+    yaml_content = template_yaml.format(x=x)
+    filename = f"kn-video-processing-python-{x}.yaml"
+    with open(filename, "w") as f:
+        f.write(yaml_content)
+    print(f"Created {filename}")
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-10.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-10.yaml
new file mode 100644
index 00000000..7f41e04f
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-10.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-10
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=10
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-100.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-100.yaml
new file mode 100644
index 00000000..c6646921
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-100.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-100
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=100
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-1000.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-1000.yaml
new file mode 100644
index 00000000..d4553ffb
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-1000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-1000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=1000
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-1500.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-1500.yaml
new file mode 100644
index 00000000..a2e3f596
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-1500.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-1500
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=1500
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-20.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-20.yaml
new file mode 100644
index 00000000..e7e98ba2
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-20.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-20
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=20
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-200.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-200.yaml
new file mode 100644
index 00000000..78fe8de7
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-200.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-200
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=200
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-2000.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-2000.yaml
new file mode 100644
index 00000000..0b15c34d
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-2000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-2000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=2000
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-3000.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-3000.yaml
new file mode 100644
index 00000000..41e62acf
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-3000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-3000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=3000
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-320.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-320.yaml
new file mode 100644
index 00000000..36c6a4f8
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-320.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-320
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=320
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-4000.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-4000.yaml
new file mode 100644
index 00000000..ca0cefef
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-4000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-4000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=4000
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-45.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-45.yaml
new file mode 100644
index 00000000..109fb50a
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-45.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-45
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=45
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-450.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-450.yaml
new file mode 100644
index 00000000..5a67314e
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-450.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-450
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=450
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-5000.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-5000.yaml
new file mode 100644
index 00000000..f9606e74
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-5000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-5000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=5000
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-6000.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-6000.yaml
new file mode 100644
index 00000000..0cba4805
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-6000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-6000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=6000
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-70.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-70.yaml
new file mode 100644
index 00000000..cade7cb5
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-70.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-70
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=70
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-700.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-700.yaml
new file mode 100644
index 00000000..0af58f21
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-700.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-700
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=700
diff --git a/tools/profiler/yamls/video-processing/kn-video-processing-python-7000.yaml b/tools/profiler/yamls/video-processing/kn-video-processing-python-7000.yaml
new file mode 100644
index 00000000..5f6cc6e5
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/kn-video-processing-python-7000.yaml
@@ -0,0 +1,28 @@
+
+apiVersion: serving.knative.dev/v1
+kind: Service
+metadata:
+  name: video-processing-python-7000
+  namespace: default
+spec:
+  template:
+    spec:
+      containers:
+        - image: docker.io/vhiveease/relay:latest
+          ports:
+            - name: h2c
+              containerPort: 50000
+          args:
+            - --addr=0.0.0.0:50000
+            - --function-endpoint-url=0.0.0.0
+            - --function-endpoint-port=50051
+            - --function-name=video-processing-python
+            - --value=video4.mp4
+            - --profile-function=true
+        - image: docker.io/vhiveease/video-processing-python:latest
+          args:
+            - --addr=0.0.0.0
+            - --port=50051
+            - --db_addr=mongodb://video-processing-database:27017
+            - --default_video=default.mp4
+            - --num_frames=7000
diff --git a/tools/profiler/yamls/video-processing/video-processing-database.yaml b/tools/profiler/yamls/video-processing/video-processing-database.yaml
new file mode 100644
index 00000000..c2bee156
--- /dev/null
+++ b/tools/profiler/yamls/video-processing/video-processing-database.yaml
@@ -0,0 +1,74 @@
+# MIT License
+
+# Copyright (c) 2024 EASE lab
+
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+
+## Database ----------
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: video-processing-database
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: video-processing-database
+  template:
+    metadata:
+      labels:
+        app: video-processing-database
+    spec:
+      containers:
+      - name: database
+        image: docker.io/vhiveease/mongodb
+        ports:
+        - containerPort: 27017
+
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: video-processing-database
+  namespace: default
+spec:
+  type: ClusterIP
+  selector:
+    app: video-processing-database
+  ports:
+  - name: database
+    port: 27017
+    targetPort: 27017
+
+---
+apiVersion: batch/v1
+kind: Job
+metadata:
+  name: init-video-processing-database
+spec:
+  template:
+    spec:
+      containers:
+      - name: init-video-processing-database
+        image: docker.io/vhiveease/video-processing-init-database:latest
+        args:
+          - --db_addr=mongodb://video-processing-database:27017
+      restartPolicy: Never
\ No newline at end of file
diff --git a/tools/relay/go.mod b/tools/relay/go.mod
index 30814d4a..2277bf06 100644
--- a/tools/relay/go.mod
+++ b/tools/relay/go.mod
@@ -6,7 +6,7 @@ replace github.com/vhive-serverless/vSwarm/utils/tracing/go => ../../utils/traci
 
 require (
 	github.com/sirupsen/logrus v1.9.3
-	github.com/vhive-serverless/vSwarm-proto v0.5.7
+	github.com/vhive-serverless/vSwarm-proto v0.5.8-0.20240805154129-a41977d1e21f
 	github.com/vhive-serverless/vSwarm/utils/tracing/go v0.0.0-20240715172541-1edab0214c9d
 	google.golang.org/grpc v1.65.0
 )
diff --git a/tools/relay/go.sum b/tools/relay/go.sum
index 0b7ef9ab..7ae39744 100644
--- a/tools/relay/go.sum
+++ b/tools/relay/go.sum
@@ -20,8 +20,8 @@ github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+
 github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
 github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
-github.com/vhive-serverless/vSwarm-proto v0.5.7 h1:M+o4JXD2dx0hRLxK+AmsZab9qKE7NvSKhcWUwBjAoVo=
-github.com/vhive-serverless/vSwarm-proto v0.5.7/go.mod h1:qf7Y2F2QjoxqQ3X/0QvGo5UDUsqeQK3p6su43WaEbHc=
+github.com/vhive-serverless/vSwarm-proto v0.5.8-0.20240805154129-a41977d1e21f h1:kw5rGLw0/hAppQ/UE+br+91Im7vmGepuQt/gB8xwVws=
+github.com/vhive-serverless/vSwarm-proto v0.5.8-0.20240805154129-a41977d1e21f/go.mod h1:qf7Y2F2QjoxqQ3X/0QvGo5UDUsqeQK3p6su43WaEbHc=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.53.0 h1:9G6E0TXzGFVfTnawRzrPl83iHOAV7L8NJiR8RSGYV1g=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.53.0/go.mod h1:azvtTADFQJA8mX80jIH/akaE7h+dbm/sVuaHqN13w74=
 go.opentelemetry.io/otel v1.28.0 h1:/SqNcYk+idO0CxKEUOtKQClMK/MimZihKYMruSMViUo=
diff --git a/tools/relay/server b/tools/relay/server
deleted file mode 100755
index 05a1c646..00000000
Binary files a/tools/relay/server and /dev/null differ
diff --git a/tools/relay/server.go b/tools/relay/server.go
index 05404d55..eb198c87 100644
--- a/tools/relay/server.go
+++ b/tools/relay/server.go
@@ -169,7 +169,7 @@ func (s *server) SayHello(ctx context.Context, in *pb.HelloRequest) (*pb.HelloRe
 	if *profileFunction {
 		log.Debugf("Invoked in %d usec\n. Recv from func: %s\n", elapsedTime, reply)
 		elapsedTimeStr := strconv.FormatInt(elapsedTime, 10)
-		finalReply = reply + "|" + elapsedTimeStr
+		finalReply = reply + " | " + elapsedTimeStr
 	} else {
 		log.Debugf("Recv from func: %s\n", reply)
 		finalReply = reply