This folder contains the plots for the comparative study for

• LSTM-PPO
• PPO
• DRQN
• Kubernetes/OpenFaaS-Horizontal Pod Autoscaler
• OpenFaaS-Request Per Second Scaling policy

• Comparison Plots covered in paper
• Analysis File for parsing and plotting the training and evaluation traces

Note:
The analysis file provided is a utility file meant for deriving the results when using Stable Baseline 3 RL algorithms or its modification. It also provides the utility for reading the logs generated by env.py i.e., custom logs. Users should first verify the logging outputs of the algorithms and then take this analysisUtility.ipynb as a reference for reading and plotting the respective logs.