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» On improving application utility prediction
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FM
2009
Springer
157views Formal Methods» more  FM 2009»
14 years 4 months ago
Symbolic Predictive Analysis for Concurrent Programs
Abstract. Predictive analysis aims at detecting concurrency errors during runtime by monitoring a concrete execution trace of a concurrent program. In recent years, various models ...
Chao Wang, Sudipta Kundu, Malay K. Ganai, Aarti Gu...
NOMS
2006
IEEE
14 years 3 months ago
Predicting Machine Availabilities in Desktop Pools
—This paper describes a study of predicting machine availabilities and user presence in a pool of desktop computers. The study is based on historical traces collected from 32 mac...
Artur Andrzejak, Patrício Domingues, Lu&iac...
SEAA
2008
IEEE
14 years 4 months ago
Defect Prediction using Combined Product and Project Metrics - A Case Study from the Open Source "Apache" MyFaces Project Family
The quality evaluation of open source software (OSS) products, e.g., defect estimation and prediction approaches of individual releases, gains importance with increasing OSS adopt...
Dindin Wahyudin, Alexander Schatten, Dietmar Winkl...
DATE
2007
IEEE
98views Hardware» more  DATE 2007»
14 years 4 months ago
A one-shot configurable-cache tuner for improved energy and performance
We introduce a new non-intrusive on-chip cache-tuning hardware module capable of accurately predicting the best configuration of a configurable cache for an executing application....
Ann Gordon-Ross, Pablo Viana, Frank Vahid, Walid A...
ICML
1997
IEEE
14 years 10 months ago
Predicting Multiprocessor Memory Access Patterns with Learning Models
Machine learning techniques are applicable to computer system optimization. We show that shared memory multiprocessors can successfully utilize machine learning algorithms for mem...
M. F. Sakr, Steven P. Levitan, Donald M. Chiarulli...