Title :
Software Reliability Growth Modelling using aWeighted Laplace Test Statistic
Author :
Luo, Yan ; Bergander, Torsten ; Ben Hamza, A.
Author_Institution :
Concordia Univ., Montreal
Abstract :
We introduce a new weighted Laplace test statistic for software reliability growth modelling. The proposed model not only takes into account the activity in the system but also the proportion of reliability growth within the model. This generalized approach is defined as a weighted combination of a growth reliability model and a non-growth reliability model. Experimental results illustrate the effectiveness and the much improved performance of the proposed method in software reliability modelling.
Keywords :
program testing; software reliability; statistical testing; reliability growth proportion; software reliability growth modelling; weighted Laplace test statistic; weighted combination; Information systems; Programming; Reliability engineering; Software performance; Software reliability; Software systems; Software testing; Statistical analysis; System testing; Systems engineering and theory;
Conference_Titel :
Computer Software and Applications Conference, 2007. COMPSAC 2007. 31st Annual International
Conference_Location :
Beijing
Print_ISBN :
0-7695-2870-8
DOI :
10.1109/COMPSAC.2007.194