DataCenterGym is a Gymnasium-compatible simulator integrating compute queueing, building thermal dynamics, localized HVAC, and temperature-dependent degradation for multi-objective geo-distributed data center scheduling, demonstrated with an H-MPC algorithm that outperforms baselines.
F2s-wss: A forecast-driven two-stage workload schedul- ing scheme for carbon-aware geo-distributed data centers with wind power integration
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DataCenterGym: A Physics-Grounded Simulator for Multi-Objective Data Center Scheduling
DataCenterGym is a Gymnasium-compatible simulator integrating compute queueing, building thermal dynamics, localized HVAC, and temperature-dependent degradation for multi-objective geo-distributed data center scheduling, demonstrated with an H-MPC algorithm that outperforms baselines.