Yuan-Jun Shen

Multi-Timescale Workload-Thermal Coordinated Control for AI Data Centers via Offline Multi-Agent Reinforcement Learning

In AI data centers, IT equipment and cooling systems are the dominant energy consumers, jointly accounting for approximately 90% of the total energy footprint. While workload-thermal coordinated control offers energy-saving potential, effectively integrating these subsystems is challenged by the timescale discrepancy b...