Carbon-Efficient Internet Video Streaming (CEVS)

This repository contains the codebase for the implementation of CEVS.

The strategies described in the paper are implemented in strategy.py.

Since the coordination server and evaluation components include dataset-specific information, we are withholding them for now to avoid redistributing the dataset. A sanitized version, with data masking applied, will be released shortly.

Prepare data

1. Follow the schemas provided in historical_schema.json and forecast_schema.json.
2. Place the raw dataset files in the dataset folder and rename them using the following formats:
   • hist_co2_moer_<region>_<start_timestamp>>_<end_timestamp>>
   • fore_co2_moer_<region>_<start_timestamp>_<end_timestamp>
3. Run the script raw_dataset_to_npy.py to generate the .npy files required by strategy.py.