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» Policy Optimization for Dynamic Power Management
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ICCAD
2005
IEEE
132views Hardware» more  ICCAD 2005»
15 years 5 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
AAAI
2010
15 years 1 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
MSS
2005
IEEE
62views Hardware» more  MSS 2005»
15 years 5 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
EMSOFT
2010
Springer
14 years 9 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»
15 years 8 months 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