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cs.DC2026
Energy-Efficient Multimodal Inference Serving with Tri-serve
Ziyang Jia, Sara Rashidi Golrouye, Laxmi Bhuyan +5
Multimodal model inference creates substantial energy demand with growing performance requirements. Within GPUs, power is autonomously managed by an on-board power management unit…
cs.DC2024
GCAPS: GPU Context-Aware Preemptive Priority-based Scheduling for Real-Time Tasks
Yidi Wang, Cong Liu, Daniel Wong +1
Scheduling real-time tasks that utilize GPUs with analyzable guarantees poses a significant challenge due to the intricate interaction between CPU and GPU resources, as well as the…