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» Finding and Fixing Faults
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AMCS
2008
146views Mathematics» more  AMCS 2008»
14 years 9 months ago
Fault Detection and Isolation with Robust Principal Component Analysis
Principal component analysis (PCA) is a powerful fault detection and isolation method. However, the classical PCA which is based on the estimation of the sample mean and covariance...
Yvon Tharrault, Gilles Mourot, José Ragot, ...
SIROCCO
2001
14 years 11 months ago
On Finding Minimum Deadly Sets for Directed Networks
Given a set S of elements in a directed network that are initially faulty, an element becomes (functionally) faulty if all its in-neighbors or all its outneighbors are (functional...
Norbert Zeh, Nicola Santoro
SIGSOFT
2006
ACM
15 years 10 months ago
Finding failure-inducing changes in java programs using change classification
Testing and code editing are interleaved activities during program development. When tests fail unexpectedly, the changes that caused the failure(s) are not always easy to find. W...
Barbara G. Ryder, Frank Tip, Maximilian Störz...
83
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OSDI
2004
ACM
15 years 9 months ago
Configuration Debugging as Search: Finding the Needle in the Haystack
This work addresses the problem of diagnosing configuration errors that cause a system to function incorrectly. For example, a change to the local firewall policy could cause a ne...
Andrew Whitaker, Richard S. Cox, Steven D. Gribble
ICSE
2004
IEEE-ACM
15 years 9 months ago
Finding Latent Code Errors via Machine Learning over Program Executions
This paper proposes a technique for identifying program properties that indicate errors. The technique generates machine learning models of program properties known to result from...
Yuriy Brun, Michael D. Ernst