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ICML
2009
IEEE
16 years 5 months ago
Efficient learning algorithms for changing environments
We study online learning in an oblivious changing environment. The standard measure of regret bounds the difference between the cost of the online learner and the best decision in...
Elad Hazan, C. Seshadhri
VLSID
2007
IEEE
209views VLSI» more  VLSID 2007»
16 years 4 months ago
Simultaneous Power Fluctuation and Average Power Minimization during Nano-CMOS Behavioral Synthesis
We present minimization methodologies and an algorithm for simultaneous scheduling, binding, and allocation for the reduction of total power and power fluctuation during behaviora...
Saraju P. Mohanty, Elias Kougianos
HPCA
2003
IEEE
16 years 4 months ago
Power-Aware Control Speculation through Selective Throttling
With the constant advances in technology that lead to the increasing of the transistor count and processor frequency, power dissipation is becoming one of the major issues in high...
Juan L. Aragón, José González...
DATE
2009
IEEE
131views Hardware» more  DATE 2009»
15 years 11 months ago
Process Variation Aware SRAM/Cache for aggressive voltage-frequency scaling
this paper proposes a novel Process Variation Aware SRAM architecture designed to inherently support voltage scaling. The peripheral circuitry of the SRAM is modified to selectivel...
Avesta Sasan, Houman Homayoun, Ahmed M. Eltawil, F...
DATE
2009
IEEE
88views Hardware» more  DATE 2009»
15 years 11 months ago
Program phase and runtime distribution-aware online DVFS for combined Vdd/Vbb scaling
Abstract—Complex software programs are mostly characterized by phase behavior and runtime distributions. Due to the dynamism of the two characteristics, it is not efficient to m...
Jungsoo Kim, Sungjoo Yoo, Chong-Min Kyung