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cs.DC2025
FREESH: Fair, Resource- and Energy-Efficient Scheduling for LLM Serving on Heterogeneous GPUs
Xuan He, Zequan Fang, Jinzhao Lian +3
The ever-increasing computation and energy demand for LLM and AI agents call for holistic and efficient optimization of LLM serving systems. In practice, heterogeneous GPU clusters…
eess.SY2025
Vertex-Guided Redundant Constraints Identification for Unit Commitment
Xuan He, Yuxin Pan, Yize Chen +1
Power systems Unit Commitment (UC) problem determines the generator commitment schedule and dispatch decisions to realize the reliable and economic operation of power networks. The…