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» Profile-Based Selection of Load Value and Address Predictors
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ISCA
2003
IEEE
123views Hardware» more  ISCA 2003»
14 years 4 months ago
Detecting Global Stride Locality in Value Streams
Value prediction exploits localities in value streams. Previous research focused on exploiting two types of value localities, computational and context-based, in the local value h...
Huiyang Zhou, Jill Flanagan, Thomas M. Conte
JMLR
2008
111views more  JMLR 2008»
13 years 10 months ago
Ranking Categorical Features Using Generalization Properties
Feature ranking is a fundamental machine learning task with various applications, including feature selection and decision tree learning. We describe and analyze a new feature ran...
Sivan Sabato, Shai Shalev-Shwartz
MICRO
2002
IEEE
131views Hardware» more  MICRO 2002»
14 years 3 months ago
Pointer cache assisted prefetching
Data prefetching effectively reduces the negative effects of long load latencies on the performance of modern processors. Hardware prefetchers employ hardware structures to predic...
Jamison D. Collins, Suleyman Sair, Brad Calder, De...
AAAI
2006
14 years 5 days ago
Action Selection in Bayesian Reinforcement Learning
My research attempts to address on-line action selection in reinforcement learning from a Bayesian perspective. The idea is to develop more effective action selection techniques b...
Tao Wang
LCPC
2005
Springer
14 years 4 months ago
Loop Selection for Thread-Level Speculation
Thread-level speculation (TLS) allows potentially dependent threads to speculatively execute in parallel, thus making it easier for the compiler to extract parallel threads. Howeve...
Shengyue Wang, Xiaoru Dai, Kiran Yellajyosula, Ant...