Spatial LLM Workload Shifting Needs Foresight: Model Commitment for AI Data Center Operation under Power Grid Constraints
Model commitment (MC) is proposed, a mixed-integer linear programming framework that jointly schedules model deployment and cross-site request routing under power constraints and electricity-price signals and enables AI data center operators to achieve a 100% service rate under time-varying grid conditions and reduce t...