SustainCluster: A high-fidelity, open-source Gymnasium environment for benchmarking multi-objective, sustainable workload scheduling across geo-distributed data centers. Integrates real-world AI traces, energy/carbon/weather data, and detailed DC physics.
benchmarking sustainability reinforcement-learning optimization data-center cloud-computing energy-efficiency gymnasium carbon-footprint workload-distribution gymnasium-environment hierarchical-rl
- Updated
Aug 12, 2025 - Jupyter Notebook