• DocumentCode
    578427
  • Title

    A modified software reliability modeling with compounded-decreased-rate

  • Author

    Zhang, Qing-rui ; Zhu, Hou-ying ; Yuan, Yu-bo

  • Author_Institution
    Inst. of Metrol. & Comput. Sci., China Jiliang Univ., Hangzhou, China
  • Volume
    4
  • fYear
    2012
  • fDate
    15-17 July 2012
  • Firstpage
    1523
  • Lastpage
    1529
  • Abstract
    In order to describe the complexity of software product and development processes, software reliability models need to possess the ability of dealing with multiple parameters, robustness and flexibility. In this paper, based on the principles above, with the compounded rate of removed errors, we derive a powerful, easily deployable technique for software reliability modeling in the testing phases. By comparing with Yuan´s model, our model is more adequate in predicting and fits to the real situation in the long run. Moreover, when we collect enough historical failure data of software, prediction results will be fairly accurate.
  • Keywords
    program testing; software reliability; Yuan model; compounded-decreased-rate; historical software data failure; modified software reliability modelling; multiple parameters; software development process; software product complexity; Abstracts; Art; Materials reliability; Average relative error; Compounded decreased-rate; First-order differential; Least square; Software reliability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
  • Conference_Location
    Xian
  • ISSN
    2160-133X
  • Print_ISBN
    978-1-4673-1484-8
  • Type

    conf

  • DOI
    10.1109/ICMLC.2012.6359591
  • Filename
    6359591