• DocumentCode
    3576736
  • 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
  • fYear
    2014
  • Firstpage
    1151
  • Lastpage
    1155
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Engineering and Engineering Management (IEEM), 2014 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/IEEM.2014.7058819
  • Filename
    7058819