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- Title
Software Reliability Using SPRT: Burr Type III Process Model.
- Authors
Smitha, CH.; Prasad, R. Satya; Kumar, R. Kiran
- Abstract
Increased dependence on software systems elicited the assessment of their reliability, a crucial task in software development. Effective tools and mechanisms are required to facilitate the assessment of software reliability. Classical approaches like hypothesis testing are significantly time consuming as the conclusion can only be drawn after collecting huge amounts of data. Statistical method such as Sequential Analysis can be applied to arrive at a decision quickly. This paper implemented Sequential Probability Ratio Test (SPRT) for Burr Type III model based on time domain data. For this, parameters were estimated using Maximum Likelihood Estimation to apply SPRT on five real time software failure datasets borrowed from different software projects. The results exemplify that the adopted model has given an acceptance decision for the used datasets.
- Subjects
SOFTWARE reliability; SEQUENTIAL probability ratio test; MAXIMUM likelihood statistics; SOFTWARE failures; TIME-domain analysis
- Publication
International Journal of Electrical & Computer Engineering (2088-8708), 2016, Vol 6, Issue 6, p3060
- ISSN
2088-8708
- Publication type
Article
- DOI
10.11591/ijece.v6i6.11511