Phase-Type Modeling Approaches for Software Reliability Modeling with Debugging Process

被引:1
|
作者
Inoue, Shinji [1 ]
Yamada, Shigeru [2 ]
机构
[1] Kansai Univ, Fac Informat, Osaka, Japan
[2] Tottori Univ, Grad Sch Engn, Tottori, Japan
关键词
Software debugging process; Phase-type probability distribution; Software reliability assessment; Mathematical model;
D O I
10.33889/IJMEMS.2020.5.1.007
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Reflecting the software fault debugging procedure or environment of testing activities on software reliability models is often discussed as the approaches for improving assessment accuracy for model-based reliability assessment. We discuss a modeling approach reflecting software debugging procedure based on phase-type modeling scheme and propose probability models for software reliability measurement. Further, we give brief consideration for the usefulness of this modeling approach by using a few data sets.
引用
收藏
页码:76 / 82
页数:7
相关论文
共 50 条
  • [41] Competing Risks Modeling by Extended Phase-Type Semi-Markov Distributions
    Garcia-Maya, Brenda
    Limnios, Nikolaos
    Lindqvist, Bo Henry
    [J]. METHODOLOGY AND COMPUTING IN APPLIED PROBABILITY, 2022, 24 (01) : 309 - 319
  • [42] Competing Risks Modeling by Extended Phase-Type Semi-Markov Distributions
    Brenda Garcia-Maya
    Nikolaos Limnios
    Bo Henry Lindqvist
    [J]. Methodology and Computing in Applied Probability, 2022, 24 : 309 - 319
  • [43] Heterogeneous software reliability modeling
    Wang, WL
    Chen, MH
    [J]. 13TH INTERNATIONAL SYMPOSIUM ON SOFTWARE RELIABILITY ENGINEERING, PROCEEDINGS, 2002, : 41 - 52
  • [44] Modeling of software architecture reliability
    Wang, Jun
    Chen, Weiru
    Liu, Jun
    [J]. 2007 IFIP INTERNATIONAL CONFERENCE ON NETWORK AND PARALLEL COMPUTING WORKSHOPS, PROCEEDINGS, 2007, : 983 - +
  • [45] SOFTWARE-RELIABILITY MODELING
    SINGPURWALLA, ND
    WILSON, SP
    [J]. INTERNATIONAL STATISTICAL REVIEW, 1994, 62 (03) : 289 - 317
  • [46] ON RELIABILITY MODELING AND SOFTWARE QUALITY
    WATKINS, AJ
    [J]. IBM SYSTEMS JOURNAL, 1994, 33 (01) : 220 - 222
  • [47] Practical software reliability Modeling
    Wallace, DR
    [J]. 26TH ANNUAL NASA GODDARD SOFTWARE ENGINEERING WORKSHOP, PROCEEDINGS, 2002, : 147 - 155
  • [48] Applied Cognitive Psychology in Software Debugging Process to Predict Software Reliability Growth
    Chiu Kuei-Chen
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2014, : 1399 - 1403
  • [49] Software faults, software failures and software reliability modeling
    Munson, JC
    [J]. INFORMATION AND SOFTWARE TECHNOLOGY, 1996, 38 (11) : 687 - 699
  • [50] Robust claim frequency modeling through phase-type mixture-of-experts regression
    Bladt, Martin
    Yslas, Jorge
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2023, 111 : 1 - 22