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JCP
2008
118views more  JCP 2008»
15 years 5 months ago
Power-efficient Instruction Encoding Optimization for Various Architecture Classes
A huge application domain, in particular, wireless and handheld devices strongly requires flexible and powerefficient hardware with high performance. This can only be achieved with...
Diandian Zhang, Anupam Chattopadhyay, David Kammle...
DAM
2007
100views more  DAM 2007»
15 years 5 months ago
Memory management optimization problems for integrated circuit simulators
In hardware design, it is necessary to simulate the anticipated behavior of the integrated circuit before it is actually cast in silicon. As simulation procedures are long due to ...
Timothée Bossart, Alix Munier Kordon, Franc...
PR
2007
107views more  PR 2007»
15 years 4 months ago
Newtonian clustering: An approach based on molecular dynamics and global optimization
Given a data set, a dynamical procedure is applied to the data points in order to shrink and separate, possibly overlapping clusters. Namely, Newton’s equations of motion are em...
Konstantinos Blekas, Isaac E. Lagaris
JMLR
2010
143views more  JMLR 2010»
15 years 3 months ago
A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning
We extend the well-known BFGS quasi-Newton method and its memory-limited variant LBFGS to the optimization of nonsmooth convex objectives. This is done in a rigorous fashion by ge...
Jin Yu, S. V. N. Vishwanathan, Simon Günter, ...
ICPP
2009
IEEE
15 years 2 months ago
Using Coherence Information and Decay Techniques to Optimize L2 Cache Leakage in CMPs
This paper evaluates several techniques to save leakage in CMP L2 caches by selectively switching off the less used lines. We primarily focus on private snoopy L2 caches. In this c...
Matteo Monchiero, Ramon Canal, Antonio Gonzá...