Software reliability modeling with the generalized logistic test coverage function

Test coverage is a effective approach of testing effectiveness and adequacy, which has positive impact on software reliability and defect coverage. The test coverage function describes the change of test coverage during the test procedure, and it is an important factor of software reliability models...

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Veröffentlicht in:Proceedings (IEEE International Conference on Software Engineering and Service Sciences. Print) S. 106 - 109
Hauptverfasser: Bo Zhou, Hang Lei, Wensheng Guo
Format: Tagungsbericht
Sprache:Englisch
Veröffentlicht: IEEE 01.09.2015
Schlagworte:
Data models
defect prediction model
Logistics
Mathematical model
non-homogeneous Poisson process
Predictive models
Software
Software reliability
software reliability model
test coverage
Testing
the generalized logistic function
ISBN:1479983527, 9781479983520
ISSN:2327-0586
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Zusammenfassung:Test coverage is a effective approach of testing effectiveness and adequacy, which has positive impact on software reliability and defect coverage. The test coverage function describes the change of test coverage during the test procedure, and it is an important factor of software reliability models with test coverage. In this paper, the change of test coverage is represented by the generalized logistic function. On the basic of this generalized test coverage function, a new software reliability growth model and a new fault defection model are proposed. The models can be used for quantitative evaluation and predict the software reliability. We test the goodness of fit of the proposed models by using several sets of software testing data and the result is better.
ISBN:1479983527
9781479983520
ISSN:2327-0586
DOI:10.1109/ICSESS.2015.7339015