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Author

Hong-Yang Jia

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Preprint Sep 2026

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...

Bo-Jun Du, Hong-Yang Jia, Tong-Hui Li et al. · 0 citations

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