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In the dynamic power management (DPM), it is quite important to switch a high-power consuming state to a low-power consuming one at a suitable timing. This problem has been formulated as Markov decision processes (MDPs) with state-dependent control in the past literature. However, this approach may not be often feasible in many practical situations, because the state-dependent policy requires that...
Energy-efficient design for green high-performance computing (HPC) is a formidable mission for today’s computer scientists. Dynamic power management (DPM) is a key enabling technology involved. While DPM can have various goals for different application scenarios (e.g., enforcing an upper bound on power consumption or optimizing energy usage under a performance-loss constraint), existing DPM solutions...
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