SOFTWARE HAZARD RATE MODELING WITH EFFECT OF CHANGE-POINT

被引:0
|
作者
Hayashida, Shiho [1 ]
Inoue, Shinji [1 ]
Yamada, Shigeru [1 ]
机构
[1] Tottori Univ, Grad Sch Engn, Dept Social Management Engn, Tottori 6808552, Japan
关键词
Change-Point; Software Reliability Growth Model; Hazard Rate; Software Reliability Assessment;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Software hazard rate models, which describe the stochastic property of the software failure-occurrence time-interval, play an important role in quantitative software reliability assessment. This paper discusses more plausible software hazard rate modeling for software reliability assessment in an actual testing-phase. That is, we discuss software hazard rate modeling with effect of changing the testing-environment at change-point, which influences the accuracy of the software reliability assessment and is often observed in an actual testing-phase. Especially, we incorporate the uncertainty of the magnitude of the effect on the software reliability growth process. Finally, we show numerical illustrations for software reliability measurement by using actual data.
引用
收藏
页码:398 / 403
页数:6
相关论文
共 50 条
  • [31] CHANGE-POINT PROBLEMS IN SOFTWARE AND HARDWARE RELIABILITY
    ZHAO, M
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1993, 22 (03) : 757 - 768
  • [32] A Test for Constant Hazard Against a Change-Point Alternative
    Suresh, R. P.
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2012, 41 (09) : 1583 - 1589
  • [33] INFERENCES FOR THE CHANGE-POINT OF THE EXPONENTIATED WEIBULL HAZARD FUNCTION
    Mazucheli, Josmar
    Coelho-Barros, Emilio Augusto
    Achcar, Jorge Alberto
    REVSTAT-STATISTICAL JOURNAL, 2012, 10 (03) : 309 - 322
  • [34] Optimal Software Release Policy with Change-Point
    Inoue, Shinji
    Yamada, Shigeru
    IEEM: 2008 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-3, 2008, : 531 - 535
  • [35] OPTIMAL SOFTWARE RELEASE AND CHANGE-POINT PROBLEMS OF SOFTWARE SYSTEMS
    Inoue, Shinji
    Yamada, Shigeru
    16TH ISSAT INTERNATIONAL CONFERENCE ON RELIABILITY AND QUALITY IN DESIGN, 2010, : 105 - 109
  • [36] Software Reliability Growth Modeling with Change-Point and Its Goodness-of-Fit Comparisons
    Inoue, Shinji
    Yamada, Shigeru
    SOFTWARE ENGINEERING, BUSINESS CONTINUITY, AND EDUCATION, 2011, 257 : 354 - 361
  • [37] A survival model with change-point in both hazard and regression parameters
    Dupuy, JF
    Probability, Statistics and Modelling in Public Health, 2006, : 136 - 144
  • [38] A NOTE ON TESTING FOR CONSTANT HAZARD AGAINST A CHANGE-POINT ALTERNATIVE
    YAO, YC
    ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 1987, 39 (02) : 377 - 383
  • [39] On computing estimates of a change-point in the Weibull regression hazard model
    Palmeros, Oscar
    Villasenor, Jose A.
    Gonzalez, Elizabeth
    JOURNAL OF APPLIED STATISTICS, 2018, 45 (04) : 642 - 648
  • [40] A Single Change Point Hazard Rate Software Reliability Model with Imperfect Debugging
    Rani, Pooja
    Mahapatra, G. S.
    2019 13TH ANNUAL IEEE INTERNATIONAL SYSTEMS CONFERENCE (SYSCON), 2019,