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
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;
Conference_Titel :
Software Reliability Engineering (ISSRE), 2012 IEEE 23rd International Symposium on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4673-4638-2
DOI :
10.1109/ISSRE.2012.28