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» Using and Combining Predictors That Specialize
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STOC
1997
ACM
97views Algorithms» more  STOC 1997»
14 years 3 months ago
Using and Combining Predictors That Specialize
Abstract. We study online learning algorithms that predict by combining the predictions of several subordinate prediction algorithms, sometimes called “experts.” These simple a...
Yoav Freund, Robert E. Schapire, Yoram Singer, Man...
EUROPAR
2005
Springer
14 years 4 months ago
The Combined Perceptron Branch Predictor
— Previous works have shown that neural branch prediction techniques achieve far lower misprediction rate than traditional approaches. We propose a neural predictor based on two ...
Matteo Monchiero, Gianluca Palermo
KBSE
2007
IEEE
14 years 5 months ago
Context-aware statistical debugging: from bug predictors to faulty control flow paths
Effective bug localization is important for realizing automated debugging. One attractive approach is to apply statistical techniques on a collection of evaluation profiles of pr...
Lingxiao Jiang, Zhendong Su
ICCD
2002
IEEE
110views Hardware» more  ICCD 2002»
14 years 7 months ago
Branch Predictor Prediction: A Power-Aware Branch Predictor for High-Performance Processors
We introduce Branch Predictor Prediction (BPP) as a power-aware branch prediction technique for high performance processors. Our predictor reduces branch prediction power dissipat...
Amirali Baniasadi, Andreas Moshovos
MSS
2003
IEEE
104views Hardware» more  MSS 2003»
14 years 4 months ago
Using Multiple Predictors to Improve the Accuracy of File Access Predictions
Existing file access predictors keep track of previous file access patterns and rely on a single heuristic to predict which of the previous successors to the file being currently ...
Gary A. S. Whittle, Jehan-François Pâ...