PowerCoord: Power Capping Coordination for Multi-CPU/GPU Servers using Reinforcement Learning

Reza Azimi
Reza Azimi
Chao Jing
Chao Jing

Sustainable Computing: Informatics and Systems, pp. 1004122020.

Cited by: 0|Views2
EI

Abstract:

•We identified multi-CPU/GPU servers create unique challenges for power capping.•First, meeting the cap must involve coordination among the various power domains.•Second, workload characteristics must be included in the budget for each domain.•Third, these servers host multiple jobs that must be taken into account.•Our proposed power cap ...More

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