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» Dynamic power management using machine learning
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ISLPED
2005
ACM
123views Hardware» more  ISLPED 2005»
15 years 5 months ago
Coordinated, distributed, formal energy management of chip multiprocessors
Designers are moving toward chip-multiprocessors (CMPs) to leverage application parallelism for higher performance while keeping design complexity under control. However, to date,...
Philo Juang, Qiang Wu, Li-Shiuan Peh, Margaret Mar...
ISCA
2006
IEEE
162views Hardware» more  ISCA 2006»
15 years 6 months ago
Design and Management of 3D Chip Multiprocessors Using Network-in-Memory
Long interconnects are becoming an increasingly important problem from both power and performance perspectives. This motivates designers to adopt on-chip network-based communicati...
Feihui Li, Chrysostomos Nicopoulos, Thomas D. Rich...
CASES
2006
ACM
15 years 3 months ago
Improving the performance and power efficiency of shared helpers in CMPs
Technology scaling trends have forced designers to consider alternatives to deeply pipelining aggressive cores with large amounts of performance accelerating hardware. One alterna...
Anahita Shayesteh, Glenn Reinman, Norman P. Jouppi...
DATE
2003
IEEE
189views Hardware» more  DATE 2003»
15 years 5 months ago
Energy-Aware Adaptive Checkpointing in Embedded Real-Time Systems
We present an integrated approach that provides fault tolerance and dynamic power management for a real-time task executing in an embedded system. Fault tolerance is achieved thro...
Ying Zhang, Krishnendu Chakrabarty
NIPS
2004
15 years 1 months ago
Stable adaptive control with online learning
Learning algorithms have enjoyed numerous successes in robotic control tasks. In problems with time-varying dynamics, online learning methods have also proved to be a powerful too...
Andrew Y. Ng, H. Jin Kim