| Workload | DNN Model | Load Pattern | Priority |
|---|---|---|---|
| A | VGG-19 | Uniform (100 reqs/s) | Real-time |
| ResNet-152 | Closed-loop | Best-effort | |
| B | VGG-19 | Closed-loop | Real-time |
| ResNet-152 | Closed-loop | Best-effort | |
| C | VGG-19 | Uniform (100 reqs/s) | Real-time |
| ResNet-152 | Closed-loop | Best-effort | |
| DenseNet-201 | Closed-loop | Best-effort | |
| VGG-19 | Closed-loop | Best-effort | |
| InceptionV3 | Closed-loop | Best-effort | |
| DistilBert | Closed-loop | Best-effort | |
| D | ResNet-152 | Uniform (20 reqs/s) | Real-time |
| DenseNet-201 | Uniform (20 reqs/s) | Real-time | |
| VGG-19 | Uniform (20 reqs/s) | Real-time | |
| InceptionV3 | Uniform (20 reqs/s) | Real-time | |
| DistilBert | Uniform (20 reqs/s) | Real-time | |
| ResNet-152 | Closed-loop | Best-effort | |
| DenseNet-201 | Closed-loop | Best-effort | |
| VGG-19 | Closed-loop | Best-effort | |
| InceptionV3 | Closed-loop | Best-effort | |
| DistilBert | Closed-loop | Best-effort | |
| E | ResNet-152 | Poisson (20 reqs/s) | Real-time |
| DenseNet-201 | Poisson (20 reqs/s) | Real-time | |
| VGG-19 | Poisson (20 reqs/s) | Real-time | |
| InceptionV3 | Poisson (20 reqs/s) | Real-time | |
| DistilBert | Poisson (20 reqs/s) | Real-time | |
| ResNet-152 | Closed-loop | Best-effort | |
| DenseNet-201 | Closed-loop | Best-effort | |
| VGG-19 | Closed-loop | Best-effort | |
| InceptionV3 | Closed-loop | Best-effort | |
| DistilBert | Closed-loop | Best-effort | |
| REAL | ResNet-152 | Trace | Real-time |
| DenseNet-201 | Trace | Real-time | |
| VGG-19 | Trace | Real-time | |
| InceptionV3 | Trace | Real-time | |
| DistilBert | Trace | Real-time | |
| ResNet-152 | Closed-loop | Best-effort | |
| DenseNet-201 | Closed-loop | Best-effort | |
| VGG-19 | Closed-loop | Best-effort | |
| InceptionV3 | Closed-loop | Best-effort | |
| DistilBert | Closed-loop | Best-effort |