Title :
Software hazard rate modeling with multiple change-point occurrences
Author :
Inoue, Shinji ; Yamada, Shigeru
Author_Institution :
Grad. Sch. of Eng., Tottori Univ., Tottori, Japan
Abstract :
We propose a software hazard rate modeling framework with the effect of multiple change-point occurrences for developing more plausible software reliability growth models reflecting actual environment in the testing-phase of a software development process. Especially, our modeling approach enables us to develop a software hazard rate model with the effect of multiple change-point occurrences by assuming the hazard rate before the first change-point occurrence. And we check that our multiple change-point model has better fitting and predictive performance than the corresponding non and single change-point models by conducting goodness-of-fit comparisons applying using actual data.
Keywords :
program testing; software reliability; change-point occurrence; software development process; software hazard rate modelling; software reliability growth model; testing phase; Data models; Hazards; Numerical models; Software; Software reliability; Goodness-of-fit comparisons; Hazard rate modeling; Jelinski-Moranda model; Multiple change-point occurrences; Software reliability assessment; Software reliability growth model;
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2014 IEEE International Conference on
DOI :
10.1109/IEEM.2014.7058819