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ML
1998
ACM
102views Machine Learning» more  ML 1998»
13 years 5 months ago
Statistical Mechanics of Online Learning of Drifting Concepts: A Variational Approach
We review the application of statistical mechanics methods to the study of online learning of a drifting concept in the limit of large systems. The model where a feed-forward netwo...
Renato Vicente, Osame Kinouchi, Nestor Caticha
DAC
2009
ACM
14 years 17 days ago
On-line thermal aware dynamic voltage scaling for energy optimization with frequency/temperature dependency consideration
With new technologies, temperature has become a major issue to be considered at system level design. Without taking temperature aspects into consideration, no approach to energy o...
Min Bao, Alexandru Andrei, Petru Eles, Zebo Peng
AHS
2006
IEEE
119views Hardware» more  AHS 2006»
13 years 12 months ago
Particle Swarm Optimization with Discrete Recombination: An Online Optimizer for Evolvable Hardware
Self-reconfigurable adaptive systems have the possibility of adapting their own hardware configuration. This feature provides enhanced performance and flexibility, reflected i...
Jorge Peña, Andres Upegui, Eduardo Sanchez
HPDC
2012
IEEE
11 years 8 months ago
Dynamic adaptive virtual core mapping to improve power, energy, and performance in multi-socket multicores
Consider a multithreaded parallel application running inside a multicore virtual machine context that is itself hosted on a multi-socket multicore physical machine. How should the...
Chang Bae, Lei Xia, Peter A. Dinda, John R. Lange
IPPS
2002
IEEE
13 years 10 months ago
Model-Based Control of Adaptive Applications: An Overview
Model-based control utilizes performance models of applications to choose performant system configurations for execution of applications. The performance models used in this resea...
Vikram S. Adve, Afolami Akinsanmi, James C. Browne...