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Deep Reinforcement Learning
DeepPower: Deep Reinforcement Learning based Power Management for Latency Critical Applications in Multi-core Systems
This paper proposes DeepPower, a deep reinforcement learning (DRL) based power management solution for LC applications. DeepPower comprises two key components, a DRL agent for monitoring the system load changes and a thread controller for CPU frequency adjustment.
Jingrun Zhang
,
Guangba Yu
,
Zilong He
,
Liang Ai
,
Pengfei Chen
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