DocumentCode
588624
Title
Improving Coverage-Based Localization of Multiple Faults Using Algorithms from Integer Linear Programming
Author
Steimann, Friedrich ; Frenkel, Marcus
Author_Institution
Lehrgebiet Programmiersysteme, Fernuniv. in Hagen, Hagen, Germany
fYear
2012
fDate
27-30 Nov. 2012
Firstpage
121
Lastpage
130
Abstract
Coverage-based fault localization extends the utility of testing from detecting the presence of faults to their localization. While coverage-based fault localization has shown good evaluation results for the single fault case, its ability to localize several faults at once appears to be limited. In this paper, we show how two partitioning procedures borrowed from integer linear programming can help improve the accuracy of standard coverage-based fault locators in presence of multiple faults by breaking down the localization problem into several smaller ones that can be dealt with independently. Experimental results suggest that our approach is indeed useful, the more so as its cost appears to be negligible.
Keywords
integer programming; linear programming; program debugging; program testing; software fault tolerance; coverage-based multiple faults localization; integer linear programming; partitioning procedures; program debugging; program testing; standard coverage-based fault locators; Accuracy; Computational modeling; Debugging; Fault diagnosis; Integer linear programming; Partitioning algorithms; Testing; Fault localization; debugging; search-based software engineering; testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Software Reliability Engineering (ISSRE), 2012 IEEE 23rd International Symposium on
Conference_Location
Dallas, TX
ISSN
1071-9458
Print_ISBN
978-1-4673-4638-2
Type
conf
DOI
10.1109/ISSRE.2012.28
Filename
6405360
Link To Document