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» Policy Optimization for Dynamic Power Management
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118
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ICCAD
2005
IEEE
132views Hardware» more  ICCAD 2005»
15 years 9 months ago
Battery optimization vs energy optimization: which to choose and when?
— Batteries are non-ideal energy sources – minimizing the energy consumption of a battery-powered system is not equivalent to maximizing its battery life. We propose an alterna...
Ravishankar Rao, Sarma B. K. Vrudhula
138
Voted
AAAI
2010
15 years 5 months ago
Symbolic Dynamic Programming for First-order POMDPs
Partially-observable Markov decision processes (POMDPs) provide a powerful model for sequential decision-making problems with partially-observed state and are known to have (appro...
Scott Sanner, Kristian Kersting
118
Voted
MSS
2005
IEEE
62views Hardware» more  MSS 2005»
15 years 9 months ago
Predictive Reduction of Power and Latency (PuRPLe)
Increasing efforts have been aimed towards the management of power as a critical system resource, and the disk can consume approximately a third of the power required for a typica...
Matthew Craven, Ahmed Amer
153
Voted
EMSOFT
2010
Springer
15 years 1 months ago
Energy-aware packet and task co-scheduling for embedded systems
A crucial objective in battery operated embedded systems is to work under the minimal power consumption that provides a desired level of performance. Dynamic Voltage Scaling (DVS)...
Luca Santinelli, Mauro Marinoni, Francesco Prosper...
ICCD
2006
IEEE
171views Hardware» more  ICCD 2006»
16 years 17 days ago
Stochastic Dynamic Thermal Management: A Markovian Decision-based Approach
This paper proposes a stochastic dynamic thermal management (DTM) technique in high-performance VLSI system with especial attention to the uncertainty in temperature observation. ...
Hwisung Jung, Massoud Pedram