diff --git a/Dockerfile b/Dockerfile
index 77e33b5..686369c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM islamicnetwork/php74:cli
+FROM islamicnetwork/php:8.0-cli
 
 COPY . /autoscaler/
 
@@ -12,6 +12,8 @@ ENV LINODE_LKE_CLUSTER_POOL_MINIMUM_NODES "3"
 ENV AUTOSCALE_TRIGGER "memory"
 ENV AUTOSCALE_UP_PERCENTAGE "60"
 ENV AUTOSCALE_DOWN_PERCENTAGE "40"
+ENV AUTOSCALE_RESOURCE_REQUEST_UP_PERCENTAGE "80"
+ENV AUTOSCALE_RESOURCE_REQUEST_DOWN_PERCENTAGE "70"
 ENV AUTOSCALE_QUERY_INTERVAL "10"
 ENV AUTOSCALE_THRESHOLD_COUNT "3"
 ENV AUTOSCALE_NUMBER_OF_NODES "1"
diff --git a/README.md b/README.md
index a1f8f48..568fa55 100644
--- a/README.md
+++ b/README.md
@@ -46,26 +46,30 @@ The docker container takes all its configuration via environment variables. Here
 | AUTOSCALE_TRIGGER              | 'cpu' or 'memory'
 | AUTOSCALE_UP_PERCENTAGE        | At what percentage of 'cpu' or 'memory' to scale up the node pool. Example: 65
 | AUTOSCALE_DOWN_PERCENTAGE      | At what percentage of 'cpu' or 'memory' to scale down the node pool. Example: 40
+| AUTOSCALE_RESOURCE_REQUEST_UP_PERCENTAGE | At what percentage of 'cpu' or 'memory' of the requested / available to scale up the cluster. Default: 80
+| AUTOSCALE_RESOURCE_REQUEST_DOWN_PERCENTAGE | At what percentage of 'cpu' or 'memory' of the requested / available to scale down the cluster. Default: 70
 | AUTOSCALE_QUERY_INTERVAL       | How many seconds to wait before each call to the Kubernetes API to check CPU and Memory usage. Example: 10
 | AUTOSCALE_THRESHOLD_COUNT      | After how many consecutive matches of AUTOSCALE_UP_PERCENTAGE or AUTOSCALE_DOWN_PERCENTAGE to scale the cluster up or down.
-| AUTOSCALE_NUMBER_OF_NODES      | How many nodes to add or remove at one time when scaling the cluster. Example: 1 or 2 or 3 or N
+| AUTOSCALE_NUMBER_OF_NODES      | How many nodes to add at one time when scaling the cluster. Example: 1 or 2 or 3 or N
 | AUTOSCALE_WAIT_TIME_AFTER_SCALING | How many seconds to wait after scaling up or down to start checking CPU and Memory. This should be set the to give the cluster enough time to adjust itself with the updated number of nodes. Example: 150
 
 To understand the above assuming we have set the following values.
 * AUTOSCALE_TRIGGER=memory
 * AUTOSCALE_UP_PERCENTAGE=65
 * AUTOSCALE_UP_PERCENTAGE=30
+* AUTOSCALE_RESOURCE_REQUEST_UP_PERCENTAGE=80
+* AUTOSCALE_RESOURCE_REQUEST_DOWN_PERCENTAGE=80
 * AUTOSCALE_QUERY_INTERVAL=10
 * AUTOSCALE_THRESHOLD_COUNT=3
-* AUTOSCALE_NUMBER_OF_NODES=1
+* AUTOSCALE_NUMBER_OF_NODES=2
 * AUTOSCALE_WAIT_TIME_AFTER_SCALING=180
 
 With this setup, the autoscaler utility will query the Kuberenetes API every 10 seconds. If with 3 consecutive calls
-to the API (effectively meaning over 30 seconds), the memory usage is higher than 65%, 1 more node will be added to the
+to the API (effectively meaning over 30 seconds), the memory usage is higher than 65% or the requested memory exceeds 80% of the total memory available on the cluster, 2 more nodes will be added to the
 specified node pool. The utility will wait for 180 seconds and then start querying the API every 10 seconds again.
 
-If with 3 consecutive calls to the API (effectively meaning over 30 seconds), the memory usage is lower than 30%,
-1 node will be removed from the specified node pool. The utility will wait for 180 seconds and then start 
+If with 3 consecutive calls to the API (effectively meaning over 30 seconds), the memory usage is lower than 30% or the requested memory is below 80% of the total memory available on the cluster,
+1 node will be removed (**nodes are always removed one at a time to ensure you don't run out of capacity all of a sudden**) from the specified node pool. The utility will wait for 180 seconds and then start 
 querying the API every 10 seconds again.
 
 ## Usage
@@ -82,6 +86,8 @@ docker run -v ~/.kube/config:/root/.kube/config \
 -e AUTOSCALE_TRIGGER='cpu' \
 -e AUTOSCALE_UP_PERCENTAGE='60' \
 -e AUTOSCALE_DOWN_PERCENTAGE='30' \
+-e AUTOSCALE_RESOURCE_REQUEST_UP_PERCENTAGE='70' \
+-e AUTOSCALE_RESOURCE_REQUEST_DOWN_PERCENTAGE='70' \
 -e AUTOSCALE_QUERY_INTERVAL='10' \
 -e AUTOSCALE_THRESHOLD_COUNT='3' \
 -e AUTOSCALE_NUMBER_OF_NODES='1' \
diff --git a/bin/autoscale b/bin/autoscale
index a29df0f..464839b 100644
--- a/bin/autoscale
+++ b/bin/autoscale
@@ -20,6 +20,8 @@ pcntl_signal(SIGINT, function () {
 $autoscaleTrigger = getenv('AUTOSCALE_TRIGGER'); // memory or cpu for memory percentage or CPU percentage
 $autoscaleUpAtUtilisationPercent = getenv('AUTOSCALE_UP_PERCENTAGE');
 $autoscaleDownAtUtilisationPercent = getenv('AUTOSCALE_DOWN_PERCENTAGE');
+$autoscaleUpRequestPercentage = getenv('AUTOSCALE_RESOURCE_REQUEST_UP_PERCENTAGE');
+$autoscaleDownRequestPercentage = getenv('AUTOSCALE_RESOURCE_REQUEST_DOWN_PERCENTAGE');
 $autoscaleQueryInterval = getenv('AUTOSCALE_QUERY_INTERVAL'); // Seconds. We'll call K8S after every interval to fetch node utilisation metrics
 $autoscaleThresholdCount = getenv('AUTOSCALE_THRESHOLD_COUNT'); // Number of consecutive times the utilisation percentage should be greater than $autoscaleAtCpuUtilisationPercent or $autoscaleAtMemoryUtilisationPercent to autoscale.
 $autoscaleNodesToAddOrRemovePerBreach = getenv('AUTOSCALE_NUMBER_OF_NODES');
@@ -63,8 +65,16 @@ while (true) {
         }
 
         $usedPercentage = $autoscaleTrigger == 'cpu' ? $nodes->getUsedCpuPercent() : $nodes->getUsedMemoryPercent();
-        $scale = new Scale($autoscaleUpAtUtilisationPercent, $autoscaleDownAtUtilisationPercent, $usedPercentage);
-        $logger->info(strtoupper($autoscaleTrigger) . ' Scale calculated', ['usedPercentage' => $usedPercentage, 'scaleUpPercentage' => $autoscaleUpAtUtilisationPercent, 'scaleDownPercentage' => $autoscaleDownAtUtilisationPercent]);
+        $requestedPercentage = $autoscaleTrigger == 'cpu' ? $nodes->getRequestedCpuPercent() : $nodes->getRequestedMemoryPercent();
+        $scale = new Scale($autoscaleUpAtUtilisationPercent, $autoscaleDownAtUtilisationPercent, $usedPercentage, $requestedPercentage, $autoscaleUpRequestPercentage, $autoscaleDownRequestPercentage);
+        $logger->info(strtoupper($autoscaleTrigger) . ' Scale calculated', [
+        'usedPercentage' => $usedPercentage,
+        'scaleUpPercentage' => $autoscaleUpAtUtilisationPercent,
+        'scaleDownPercentage' => $autoscaleDownAtUtilisationPercent,
+        'requestedPercentage' => $requestedPercentage,
+        'scaleUpRequestPercentage' => $autoscaleUpRequestPercentage,
+        'scaleDownRequestPercentage' => $autoscaleDownRequestPercentage
+        ]);
         if ($scale->scaleUp()) {
             $logger->info('Scale Count: Up');
             $counter->up();
@@ -91,7 +101,8 @@ while (true) {
             if ($currentNodesInPool > $linodeClusterPoolMinimumNodeCount && ($currentNodesInPool - $autoscaleNodesToAddOrRemovePerBreach) >= $linodeClusterPoolMinimumNodeCount) {
                 $logger->alert('Current Nodes in LKE Pool: ' . $currentNodesInPool);
                 $logger->alert("Removing $autoscaleNodesToAddOrRemovePerBreach node(s)...");
-                $linode->updateNodeCount($currentNodesInPool - $autoscaleNodesToAddOrRemovePerBreach);
+                // Scale down only 1 node at a time, this is much safer than scaling down multiple nodes
+                $linode->updateNodeCount($currentNodesInPool - 1);
                 sleep($autoscaleWaitTimeBetweenScaling);
             }
             $logger->alert("Skip downsizing cluster because we are already at the minimum number ($linodeClusterPoolMinimumNodeCount) of nodes or scaling down by $autoscaleNodesToAddOrRemovePerBreach will put us at less than the minimum number.");
diff --git a/composer.lock b/composer.lock
index 0505b83..31111b6 100644
--- a/composer.lock
+++ b/composer.lock
@@ -45,37 +45,42 @@
                 }
             ],
             "description": "JSONPath implementation for parsing, searching and flattening arrays",
+            "support": {
+                "issues": "https://github.com/FlowCommunications/JSONPath/issues",
+                "source": "https://github.com/FlowCommunications/JSONPath/tree/0.5.0"
+            },
+            "abandoned": "softcreatr/jsonpath",
             "time": "2019-07-15T17:23:22+00:00"
         },
         {
             "name": "guzzlehttp/guzzle",
-            "version": "7.0.1",
+            "version": "7.3.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/guzzle/guzzle.git",
-                "reference": "2d9d3c186a6637a43193e66b097c50e4451eaab2"
+                "reference": "7008573787b430c1c1f650e3722d9bba59967628"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/guzzle/guzzle/zipball/2d9d3c186a6637a43193e66b097c50e4451eaab2",
-                "reference": "2d9d3c186a6637a43193e66b097c50e4451eaab2",
+                "url": "https://api.github.com/repos/guzzle/guzzle/zipball/7008573787b430c1c1f650e3722d9bba59967628",
+                "reference": "7008573787b430c1c1f650e3722d9bba59967628",
                 "shasum": ""
             },
             "require": {
                 "ext-json": "*",
-                "guzzlehttp/promises": "^1.0",
-                "guzzlehttp/psr7": "^1.6.1",
-                "php": "^7.2.5",
+                "guzzlehttp/promises": "^1.4",
+                "guzzlehttp/psr7": "^1.7 || ^2.0",
+                "php": "^7.2.5 || ^8.0",
                 "psr/http-client": "^1.0"
             },
             "provide": {
                 "psr/http-client-implementation": "1.0"
             },
             "require-dev": {
-                "ergebnis/composer-normalize": "^2.0",
+                "bamarni/composer-bin-plugin": "^1.4.1",
                 "ext-curl": "*",
-                "php-http/client-integration-tests": "dev-phpunit8",
-                "phpunit/phpunit": "^8.5.5",
+                "php-http/client-integration-tests": "^3.0",
+                "phpunit/phpunit": "^8.5.5 || ^9.3.5",
                 "psr/log": "^1.1"
             },
             "suggest": {
@@ -86,7 +91,7 @@
             "type": "library",
             "extra": {
                 "branch-alias": {
-                    "dev-master": "7.0-dev"
+                    "dev-master": "7.3-dev"
                 }
             },
             "autoload": {
@@ -126,27 +131,49 @@
                 "rest",
                 "web service"
             ],
-            "time": "2020-06-27T10:33:25+00:00"
+            "support": {
+                "issues": "https://github.com/guzzle/guzzle/issues",
+                "source": "https://github.com/guzzle/guzzle/tree/7.3.0"
+            },
+            "funding": [
+                {
+                    "url": "https://github.com/GrahamCampbell",
+                    "type": "github"
+                },
+                {
+                    "url": "https://github.com/Nyholm",
+                    "type": "github"
+                },
+                {
+                    "url": "https://github.com/alexeyshockov",
+                    "type": "github"
+                },
+                {
+                    "url": "https://github.com/gmponos",
+                    "type": "github"
+                }
+            ],
+            "time": "2021-03-23T11:33:13+00:00"
         },
         {
             "name": "guzzlehttp/promises",
-            "version": "v1.3.1",
+            "version": "1.4.1",
             "source": {
                 "type": "git",
                 "url": "https://github.com/guzzle/promises.git",
-                "reference": "a59da6cf61d80060647ff4d3eb2c03a2bc694646"
+                "reference": "8e7d04f1f6450fef59366c399cfad4b9383aa30d"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/guzzle/promises/zipball/a59da6cf61d80060647ff4d3eb2c03a2bc694646",
-                "reference": "a59da6cf61d80060647ff4d3eb2c03a2bc694646",
+                "url": "https://api.github.com/repos/guzzle/promises/zipball/8e7d04f1f6450fef59366c399cfad4b9383aa30d",
+                "reference": "8e7d04f1f6450fef59366c399cfad4b9383aa30d",
                 "shasum": ""
             },
             "require": {
-                "php": ">=5.5.0"
+                "php": ">=5.5"
             },
             "require-dev": {
-                "phpunit/phpunit": "^4.0"
+                "symfony/phpunit-bridge": "^4.4 || ^5.1"
             },
             "type": "library",
             "extra": {
@@ -177,20 +204,24 @@
             "keywords": [
                 "promise"
             ],
-            "time": "2016-12-20T10:07:11+00:00"
+            "support": {
+                "issues": "https://github.com/guzzle/promises/issues",
+                "source": "https://github.com/guzzle/promises/tree/1.4.1"
+            },
+            "time": "2021-03-07T09:25:29+00:00"
         },
         {
             "name": "guzzlehttp/psr7",
-            "version": "1.6.1",
+            "version": "1.8.1",
             "source": {
                 "type": "git",
                 "url": "https://github.com/guzzle/psr7.git",
-                "reference": "239400de7a173fe9901b9ac7c06497751f00727a"
+                "reference": "35ea11d335fd638b5882ff1725228b3d35496ab1"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/guzzle/psr7/zipball/239400de7a173fe9901b9ac7c06497751f00727a",
-                "reference": "239400de7a173fe9901b9ac7c06497751f00727a",
+                "url": "https://api.github.com/repos/guzzle/psr7/zipball/35ea11d335fd638b5882ff1725228b3d35496ab1",
+                "reference": "35ea11d335fd638b5882ff1725228b3d35496ab1",
                 "shasum": ""
             },
             "require": {
@@ -203,15 +234,15 @@
             },
             "require-dev": {
                 "ext-zlib": "*",
-                "phpunit/phpunit": "~4.8.36 || ^5.7.27 || ^6.5.8"
+                "phpunit/phpunit": "~4.8.36 || ^5.7.27 || ^6.5.14 || ^7.5.20 || ^8.5.8 || ^9.3.10"
             },
             "suggest": {
-                "zendframework/zend-httphandlerrunner": "Emit PSR-7 responses"
+                "laminas/laminas-httphandlerrunner": "Emit PSR-7 responses"
             },
             "type": "library",
             "extra": {
                 "branch-alias": {
-                    "dev-master": "1.6-dev"
+                    "dev-master": "1.7-dev"
                 }
             },
             "autoload": {
@@ -248,20 +279,24 @@
                 "uri",
                 "url"
             ],
-            "time": "2019-07-01T23:21:34+00:00"
+            "support": {
+                "issues": "https://github.com/guzzle/psr7/issues",
+                "source": "https://github.com/guzzle/psr7/tree/1.8.1"
+            },
+            "time": "2021-03-21T16:25:00+00:00"
         },
         {
             "name": "monolog/monolog",
-            "version": "2.1.1",
+            "version": "2.2.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/Seldaek/monolog.git",
-                "reference": "f9eee5cec93dfb313a38b6b288741e84e53f02d5"
+                "reference": "1cb1cde8e8dd0f70cc0fe51354a59acad9302084"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/Seldaek/monolog/zipball/f9eee5cec93dfb313a38b6b288741e84e53f02d5",
-                "reference": "f9eee5cec93dfb313a38b6b288741e84e53f02d5",
+                "url": "https://api.github.com/repos/Seldaek/monolog/zipball/1cb1cde8e8dd0f70cc0fe51354a59acad9302084",
+                "reference": "1cb1cde8e8dd0f70cc0fe51354a59acad9302084",
                 "shasum": ""
             },
             "require": {
@@ -274,16 +309,17 @@
             "require-dev": {
                 "aws/aws-sdk-php": "^2.4.9 || ^3.0",
                 "doctrine/couchdb": "~1.0@dev",
-                "elasticsearch/elasticsearch": "^6.0",
+                "elasticsearch/elasticsearch": "^7",
                 "graylog2/gelf-php": "^1.4.2",
+                "mongodb/mongodb": "^1.8",
                 "php-amqplib/php-amqplib": "~2.4",
                 "php-console/php-console": "^3.1.3",
-                "php-parallel-lint/php-parallel-lint": "^1.0",
                 "phpspec/prophecy": "^1.6.1",
+                "phpstan/phpstan": "^0.12.59",
                 "phpunit/phpunit": "^8.5",
                 "predis/predis": "^1.1",
                 "rollbar/rollbar": "^1.3",
-                "ruflin/elastica": ">=0.90 <3.0",
+                "ruflin/elastica": ">=0.90 <7.0.1",
                 "swiftmailer/swiftmailer": "^5.3|^6.0"
             },
             "suggest": {
@@ -303,7 +339,7 @@
             "type": "library",
             "extra": {
                 "branch-alias": {
-                    "dev-master": "2.x-dev"
+                    "dev-main": "2.x-dev"
                 }
             },
             "autoload": {
@@ -319,16 +355,20 @@
                 {
                     "name": "Jordi Boggiano",
                     "email": "j.boggiano@seld.be",
-                    "homepage": "http://seld.be"
+                    "homepage": "https://seld.be"
                 }
             ],
             "description": "Sends your logs to files, sockets, inboxes, databases and various web services",
-            "homepage": "http://github.com/Seldaek/monolog",
+            "homepage": "https://github.com/Seldaek/monolog",
             "keywords": [
                 "log",
                 "logging",
                 "psr-3"
             ],
+            "support": {
+                "issues": "https://github.com/Seldaek/monolog/issues",
+                "source": "https://github.com/Seldaek/monolog/tree/2.2.0"
+            },
             "funding": [
                 {
                     "url": "https://github.com/Seldaek",
@@ -339,7 +379,7 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2020-07-23T08:41:23+00:00"
+            "time": "2020-12-14T13:15:25+00:00"
         },
         {
             "name": "psr/http-client",
@@ -388,6 +428,9 @@
                 "psr",
                 "psr-18"
             ],
+            "support": {
+                "source": "https://github.com/php-fig/http-client/tree/master"
+            },
             "time": "2020-06-29T06:28:15+00:00"
         },
         {
@@ -438,6 +481,9 @@
                 "request",
                 "response"
             ],
+            "support": {
+                "source": "https://github.com/php-fig/http-message/tree/master"
+            },
             "time": "2016-08-06T14:39:51+00:00"
         },
         {
@@ -485,6 +531,9 @@
                 "psr",
                 "psr-3"
             ],
+            "support": {
+                "source": "https://github.com/php-fig/log/tree/1.1.3"
+            },
             "time": "2020-03-23T09:12:05+00:00"
         },
         {
@@ -525,20 +574,24 @@
                 }
             ],
             "description": "A polyfill for getallheaders.",
+            "support": {
+                "issues": "https://github.com/ralouphie/getallheaders/issues",
+                "source": "https://github.com/ralouphie/getallheaders/tree/develop"
+            },
             "time": "2019-03-08T08:55:37+00:00"
         },
         {
             "name": "symfony/deprecation-contracts",
-            "version": "v2.1.3",
+            "version": "v2.2.0",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/deprecation-contracts.git",
-                "reference": "5e20b83385a77593259c9f8beb2c43cd03b2ac14"
+                "reference": "5fa56b4074d1ae755beb55617ddafe6f5d78f665"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/deprecation-contracts/zipball/5e20b83385a77593259c9f8beb2c43cd03b2ac14",
-                "reference": "5e20b83385a77593259c9f8beb2c43cd03b2ac14",
+                "url": "https://api.github.com/repos/symfony/deprecation-contracts/zipball/5fa56b4074d1ae755beb55617ddafe6f5d78f665",
+                "reference": "5fa56b4074d1ae755beb55617ddafe6f5d78f665",
                 "shasum": ""
             },
             "require": {
@@ -547,7 +600,7 @@
             "type": "library",
             "extra": {
                 "branch-alias": {
-                    "dev-master": "2.1-dev"
+                    "dev-master": "2.2-dev"
                 },
                 "thanks": {
                     "name": "symfony/contracts",
@@ -575,6 +628,9 @@
             ],
             "description": "A generic function and convention to trigger deprecation notices",
             "homepage": "https://symfony.com",
+            "support": {
+                "source": "https://github.com/symfony/deprecation-contracts/tree/master"
+            },
             "funding": [
                 {
                     "url": "https://symfony.com/sponsor",
@@ -589,24 +645,24 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2020-06-06T08:49:21+00:00"
+            "time": "2020-09-07T11:33:47+00:00"
         },
         {
             "name": "symfony/polyfill-ctype",
-            "version": "v1.18.1",
+            "version": "v1.22.1",
             "source": {
                 "type": "git",
                 "url": "https://github.com/symfony/polyfill-ctype.git",
-                "reference": "1c302646f6efc070cd46856e600e5e0684d6b454"
+                "reference": "c6c942b1ac76c82448322025e084cadc56048b4e"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/symfony/polyfill-ctype/zipball/1c302646f6efc070cd46856e600e5e0684d6b454",
-                "reference": "1c302646f6efc070cd46856e600e5e0684d6b454",
+                "url": "https://api.github.com/repos/symfony/polyfill-ctype/zipball/c6c942b1ac76c82448322025e084cadc56048b4e",
+                "reference": "c6c942b1ac76c82448322025e084cadc56048b4e",
                 "shasum": ""
             },
             "require": {
-                "php": ">=5.3.3"
+                "php": ">=7.1"
             },
             "suggest": {
                 "ext-ctype": "For best performance"
@@ -614,7 +670,7 @@
             "type": "library",
             "extra": {
                 "branch-alias": {
-                    "dev-master": "1.18-dev"
+                    "dev-main": "1.22-dev"
                 },
                 "thanks": {
                     "name": "symfony/polyfill",
@@ -651,6 +707,9 @@
                 "polyfill",
                 "portable"
             ],
+            "support": {
+                "source": "https://github.com/symfony/polyfill-ctype/tree/v1.22.1"
+            },
             "funding": [
                 {
                     "url": "https://symfony.com/sponsor",
@@ -665,20 +724,20 @@
                     "type": "tidelift"
                 }
             ],
-            "time": "2020-07-14T12:35:20+00:00"
+            "time": "2021-01-07T16:49:33+00:00"
         },
         {
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             "homepage": "http://www.github.com/sebastianbergmann/recursion-context",
-            "time": "2017-03-03T06:23:57+00:00"
+            "support": {
+                "issues": "https://github.com/sebastianbergmann/recursion-context/issues",
+                "source": "https://github.com/sebastianbergmann/recursion-context/tree/3.0.1"
+            },
+            "funding": [
+                {
+                    "url": "https://github.com/sebastianbergmann",
+                    "type": "github"
+                }
+            ],
+            "time": "2020-11-30T07:34:24+00:00"
         },
         {
             "name": "sebastian/resource-operations",
-            "version": "2.0.1",
+            "version": "2.0.2",
             "source": {
                 "type": "git",
                 "url": "https://github.com/sebastianbergmann/resource-operations.git",
-                "reference": "4d7a795d35b889bf80a0cc04e08d77cedfa917a9"
+                "reference": "31d35ca87926450c44eae7e2611d45a7a65ea8b3"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/sebastianbergmann/resource-operations/zipball/4d7a795d35b889bf80a0cc04e08d77cedfa917a9",
-                "reference": "4d7a795d35b889bf80a0cc04e08d77cedfa917a9",
+                "url": "https://api.github.com/repos/sebastianbergmann/resource-operations/zipball/31d35ca87926450c44eae7e2611d45a7a65ea8b3",
+                "reference": "31d35ca87926450c44eae7e2611d45a7a65ea8b3",
                 "shasum": ""
             },
             "require": {
-                "php": "^7.1"
+                "php": ">=7.1"
             },
             "type": "library",
             "extra": {
@@ -2101,24 +2329,34 @@
             ],
             "description": "Provides a list of PHP built-in functions that operate on resources",
             "homepage": "https://www.github.com/sebastianbergmann/resource-operations",
-            "time": "2018-10-04T04:07:39+00:00"
+            "support": {
+                "issues": "https://github.com/sebastianbergmann/resource-operations/issues",
+                "source": "https://github.com/sebastianbergmann/resource-operations/tree/2.0.2"
+            },
+            "funding": [
+                {
+                    "url": "https://github.com/sebastianbergmann",
+                    "type": "github"
+                }
+            ],
+            "time": "2020-11-30T07:30:19+00:00"
         },
         {
             "name": "sebastian/type",
-            "version": "1.1.3",
+            "version": "1.1.4",
             "source": {
                 "type": "git",
                 "url": "https://github.com/sebastianbergmann/type.git",
-                "reference": "3aaaa15fa71d27650d62a948be022fe3b48541a3"
+                "reference": "0150cfbc4495ed2df3872fb31b26781e4e077eb4"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/sebastianbergmann/type/zipball/3aaaa15fa71d27650d62a948be022fe3b48541a3",
-                "reference": "3aaaa15fa71d27650d62a948be022fe3b48541a3",
+                "url": "https://api.github.com/repos/sebastianbergmann/type/zipball/0150cfbc4495ed2df3872fb31b26781e4e077eb4",
+                "reference": "0150cfbc4495ed2df3872fb31b26781e4e077eb4",
                 "shasum": ""
             },
             "require": {
-                "php": "^7.2"
+                "php": ">=7.2"
             },
             "require-dev": {
                 "phpunit/phpunit": "^8.2"
@@ -2147,7 +2385,17 @@
             ],
             "description": "Collection of value objects that represent the types of the PHP type system",
             "homepage": "https://github.com/sebastianbergmann/type",
-            "time": "2019-07-02T08:10:15+00:00"
+            "support": {
+                "issues": "https://github.com/sebastianbergmann/type/issues",
+                "source": "https://github.com/sebastianbergmann/type/tree/1.1.4"
+            },
+            "funding": [
+                {
+                    "url": "https://github.com/sebastianbergmann",
+                    "type": "github"
+                }
+            ],
+            "time": "2020-11-30T07:25:11+00:00"
         },
         {
             "name": "sebastian/version",
@@ -2190,20 +2438,24 @@
             ],
             "description": "Library that helps with managing the version number of Git-hosted PHP projects",
             "homepage": "https://github.com/sebastianbergmann/version",
+            "support": {
+                "issues": "https://github.com/sebastianbergmann/version/issues",
+                "source": "https://github.com/sebastianbergmann/version/tree/master"
+            },
             "time": "2016-10-03T07:35:21+00:00"
         },
         {
             "name": "squizlabs/php_codesniffer",
-            "version": "3.5.5",
+            "version": "3.5.8",
             "source": {
                 "type": "git",
                 "url": "https://github.com/squizlabs/PHP_CodeSniffer.git",
-                "reference": "73e2e7f57d958e7228fce50dc0c61f58f017f9f6"
+                "reference": "9d583721a7157ee997f235f327de038e7ea6dac4"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/squizlabs/PHP_CodeSniffer/zipball/73e2e7f57d958e7228fce50dc0c61f58f017f9f6",
-                "reference": "73e2e7f57d958e7228fce50dc0c61f58f017f9f6",
+                "url": "https://api.github.com/repos/squizlabs/PHP_CodeSniffer/zipball/9d583721a7157ee997f235f327de038e7ea6dac4",
+                "reference": "9d583721a7157ee997f235f327de038e7ea6dac4",
                 "shasum": ""
             },
             "require": {
@@ -2241,7 +2493,12 @@
                 "phpcs",
                 "standards"
             ],
-            "time": "2020-04-17T01:09:41+00:00"
+            "support": {
+                "issues": "https://github.com/squizlabs/PHP_CodeSniffer/issues",
+                "source": "https://github.com/squizlabs/PHP_CodeSniffer",
+                "wiki": "https://github.com/squizlabs/PHP_CodeSniffer/wiki"
+            },
+            "time": "2020-10-23T02:01:07+00:00"
         },
         {
             "name": "theseer/tokenizer",
@@ -2281,6 +2538,10 @@
                 }
             ],
             "description": "A small library for converting tokenized PHP source code into XML and potentially other formats",
+            "support": {
+                "issues": "https://github.com/theseer/tokenizer/issues",
+                "source": "https://github.com/theseer/tokenizer/tree/master"
+            },
             "funding": [
                 {
                     "url": "https://github.com/theseer",
@@ -2291,30 +2552,35 @@
         },
         {
             "name": "webmozart/assert",
-            "version": "1.9.1",
+            "version": "1.10.0",
             "source": {
                 "type": "git",
-                "url": "https://github.com/webmozart/assert.git",
-                "reference": "bafc69caeb4d49c39fd0779086c03a3738cbb389"
+                "url": "https://github.com/webmozarts/assert.git",
+                "reference": "6964c76c7804814a842473e0c8fd15bab0f18e25"
             },
             "dist": {
                 "type": "zip",
-                "url": "https://api.github.com/repos/webmozart/assert/zipball/bafc69caeb4d49c39fd0779086c03a3738cbb389",
-                "reference": "bafc69caeb4d49c39fd0779086c03a3738cbb389",
+                "url": "https://api.github.com/repos/webmozarts/assert/zipball/6964c76c7804814a842473e0c8fd15bab0f18e25",
+                "reference": "6964c76c7804814a842473e0c8fd15bab0f18e25",
                 "shasum": ""
             },
             "require": {
-                "php": "^5.3.3 || ^7.0 || ^8.0",
+                "php": "^7.2 || ^8.0",
                 "symfony/polyfill-ctype": "^1.8"
             },
             "conflict": {
                 "phpstan/phpstan": "<0.12.20",
-                "vimeo/psalm": "<3.9.1"
+                "vimeo/psalm": "<4.6.1 || 4.6.2"
             },
             "require-dev": {
-                "phpunit/phpunit": "^4.8.36 || ^7.5.13"
+                "phpunit/phpunit": "^8.5.13"
             },
             "type": "library",
+            "extra": {
+                "branch-alias": {
+                    "dev-master": "1.10-dev"
+                }
+            },
             "autoload": {
                 "psr-4": {
                     "Webmozart\\Assert\\": "src/"
@@ -2336,7 +2602,11 @@
                 "check",
                 "validate"
             ],
-            "time": "2020-07-08T17:02:28+00:00"
+            "support": {
+                "issues": "https://github.com/webmozarts/assert/issues",
+                "source": "https://github.com/webmozarts/assert/tree/1.10.0"
+            },
+            "time": "2021-03-09T10:59:23+00:00"
         }
     ],
     "aliases": [],
@@ -2346,5 +2616,5 @@
     "prefer-lowest": false,
     "platform": [],
     "platform-dev": [],
-    "plugin-api-version": "1.1.0"
+    "plugin-api-version": "2.0.0"
 }
diff --git a/src/Helper/Resource.php b/src/Helper/Resource.php
new file mode 100644
index 0000000..99c7bd1
--- /dev/null
+++ b/src/Helper/Resource.php
@@ -0,0 +1,42 @@
+<?php
+
+namespace AutoScaler\Helper;
+
+class Resource
+{
+    public static function getCpuMilliValue(string $value): int
+    {
+        // If the string m exists, we have millivalues
+        if (str_contains($value, 'm')) {
+            return self::getNumericValue($value);
+        }
+
+        // If it's a decimal value or a number greater less than 5, we must have specified number of CPU cores and not actual millivalues
+        if (self::isDecimal($value) || (is_numeric($value) && ( (int) $value <= 5))) {
+            // Convert to millivalues and return
+            return (int) $value * 1000;
+        }
+
+    }
+
+    public static function getMemoryBytes(string $value): int
+    {
+        if (str_contains($value, 'Gi')) {
+             return self::getNumericValue($value) * 1000;
+        }
+        // Else assume Mi is specified
+        return self::getNumericValue($value);
+
+    }
+
+    public static function getNumericValue(string $string): int
+    {
+        return (int) filter_var($string,FILTER_SANITIZE_NUMBER_INT);
+    }
+
+    public static function isDecimal(string $value): bool
+    {
+        return is_numeric( $value ) && floor( $value ) != $value;
+    }
+
+}
\ No newline at end of file
diff --git a/src/Kubernetes/Nodes.php b/src/Kubernetes/Nodes.php
index b1fec7c..389b546 100644
--- a/src/Kubernetes/Nodes.php
+++ b/src/Kubernetes/Nodes.php
@@ -2,8 +2,10 @@
 
 namespace AutoScaler\Kubernetes;
 
+use http\Encoding\Stream\Deflate;
 use KubernetesClient\Client;
 use KubernetesClient\ResourceList;
+use AutoScaler\Helper\Resource;
 
 class Nodes
 {
@@ -21,13 +23,23 @@ class Nodes
 
     private float $usedMemory;
 
+    private float $requestedCpu;
+
+    private float $requestedMemory;
+
+    private float $limitCpu;
+
+    private float $limitMemory;
+
     public function __construct(Client $client)
     {
         $this->client = $client;
         $this->nodes = $this->client->createList("/api/v1/nodes");
+        $this->pods = $this->client->createList("/api/v1/pods");
         $this->nodeMetrics = $this->client->createList("/apis/metrics.k8s.io/v1beta1/nodes");
         $this->calculateAvailableResources();
         $this->calculateUsedResources();
+        $this->calculateRequestedResources();
     }
 
     public function getNodes(): ResourceList
@@ -35,6 +47,30 @@ public function getNodes(): ResourceList
         return $this->nodes;
     }
 
+    private function calculateRequestedResources(): void
+    {
+        $this->requestedCpu = 0;
+        $this->requestedMemory = 0;
+        $this->limitCpu = 0;
+        $this->limitMemory = 0;
+        foreach ($this->pods->stream() as $pod) {
+            foreach ($pod['spec']['containers'] as $container) {
+                $limitCpu = isset($container['resources']['limits']['cpu']) ? $container['resources']['limits']['cpu'] : 0;
+                $limitMemory = isset($container['resources']['limits']['memory']) ? $container['resources']['limits']['memory'] : 0;
+                $requestedCpu = isset($container['resources']['requests']['cpu']) ? $container['resources']['requests']['cpu'] : 0;
+                $requestedMemory = isset($container['resources']['requests']['memory']) ? $container['resources']['requests']['memory'] : 0;
+                $this->limitCpu += (float) Resource::getCpuMilliValue($limitCpu);
+                $this->limitMemory += (float) Resource::getMemoryBytes($limitMemory);
+                $this->requestedCpu += (float) Resource::getCpuMilliValue($requestedCpu);
+                $this->requestedMemory += (float) Resource::getMemoryBytes($requestedMemory);
+                $limitCpu = 0;
+                $limitMemory = 0;
+                $requestedCpu = 0;
+                $requestedMemory = 0;
+            }
+        }
+    }
+
     private function calculateAvailableResources(): void
     {
         $this->availableCpu = 0;
@@ -85,4 +121,34 @@ public function getUsedMemoryPercent(): float
     {
         return ($this->usedMemory / $this->availableMemory) * 100;
     }
+
+    public function getRequestedCpu(): float
+    {
+        return $this->requestedCpu;
+    }
+
+    public function getRequestedMemory(): float
+    {
+        return $this->requestedMemory;
+    }
+
+    public function getLimitCpu(): float
+    {
+        return $this->limitCpu;
+    }
+
+    public function getLimitMemory(): float
+    {
+        return $this->limitMemory;
+    }
+
+    public function getRequestedCpuPercent(): float
+    {
+        return ($this->requestedCpu / ($this->availableCpu * 1000)) * 100;
+    }
+
+    public function getRequestedMemoryPercent(): float
+    {
+        return ($this->requestedMemory / ($this->availableMemory / 1000)) * 100;
+    }
 }
\ No newline at end of file
diff --git a/src/Scale.php b/src/Scale.php
index 7d09a54..61c1f7c 100644
--- a/src/Scale.php
+++ b/src/Scale.php
@@ -9,22 +9,30 @@ class Scale
     public float $thresholdUpPercentage;
     public float $thresholdDownPercentage;
     public float $usedPercentage;
+    public float $requestedPercentage;
+    public float $thresholdRequestUpPercentage;
+    public float $thresholdRequestDownPercentage;
 
-    public function __construct(float $thresholdUpPercentage, float $thresholdDownPercentage, float $usedPercentage)
+    public function __construct(float $thresholdUpPercentage, float $thresholdDownPercentage, float $usedPercentage, float $requestedPercentage, float $thresholdRequestUpPercentage, float $thresholdRequestDownPercentage)
     {
         $this->thresholdUpPercentage = $thresholdUpPercentage;
         $this->thresholdDownPercentage = $thresholdDownPercentage;
         $this->usedPercentage = $usedPercentage;
+        $this->requestedPercentage = $requestedPercentage;
+        $this->thresholdRequestUpPercentage = $thresholdRequestUpPercentage;
+        $this->thresholdRequestDownPercentage = $thresholdRequestDownPercentage;
     }
 
     public function scaleUp()
     {
-        return $this->usedPercentage > $this->thresholdUpPercentage;
+        return $this->usedPercentage > $this->thresholdUpPercentage
+            || $this->requestedPercentage > $this->thresholdRequestUpPercentage;
 
     }
 
     public function scaleDown()
     {
-        return $this->usedPercentage < $this->thresholdDownPercentage;
+        return $this->usedPercentage < $this->thresholdDownPercentage
+            || $this->requestedPercentage < $this->thresholdRequestDownPercentage;
     }
 }
\ No newline at end of file
diff --git a/tests/Unit/ScaleTest.php b/tests/Unit/ScaleTest.php
index 615b887..8d81e8e 100644
--- a/tests/Unit/ScaleTest.php
+++ b/tests/Unit/ScaleTest.php
@@ -12,15 +12,23 @@ class ScaleTest extends TestCase
      */
     public function testScale()
     {
-        $scale = new Scale(65, 30, 50);
+        $scale = new Scale(65, 30, 50, 60, 70, 55);
         $this->assertFalse($scale->scaleDown());
         $this->assertFalse($scale->scaleUp());
 
-        $scale = new Scale(65, 30, 67);
+        $scale = new Scale(65, 30, 67, 60, 70, 60);
         $this->assertFalse($scale->scaleDown());
         $this->assertTrue($scale->scaleUp());
 
-        $scale = new Scale(65, 30, 29);
+        $scale = new Scale(65, 30, 63, 70, 60, 50);
+        $this->assertFalse($scale->scaleDown());
+        $this->assertTrue($scale->scaleUp());
+
+        $scale = new Scale(65, 30, 29, 70, 80, 75);
+        $this->assertTrue($scale->scaleDown());
+        $this->assertFalse($scale->scaleUp());
+
+        $scale = new Scale(65, 30, 40, 70, 80, 75);
         $this->assertTrue($scale->scaleDown());
         $this->assertFalse($scale->scaleUp());