• DocumentCode
    3512721
  • Title

    Research on safety evaluation method of military software

  • Author

    Ma, Sasa ; Liu, Dongqing ; Xu, Aihua

  • Author_Institution
    Lab. of Electron. Tech. Support, Ordnance Technol. Inst., Shijiazhuang, China
  • fYear
    2009
  • fDate
    20-24 July 2009
  • Firstpage
    718
  • Lastpage
    722
  • Abstract
    It is analyzed that the high reliability demand of ordnance software and the safety evaluation of military software are necessary, and the safety evaluation indicates are confirmed. It is provided that the software safety test and evaluation model utilize the software safety test data getting from the test procedure based on the importance sampling and acceleration testing, to get the evaluation result form the small-sample failure data set using Bayesian estimate estimated method. Take an example of software reliability grown models with nonhomogeneous Poisson process (NHPP) distribution. Firstly the pre-experimental distribution of model parameters are set up utilizing the Bootstrap sampling method, and then the model parameters estimation data are calculated based on Bayesian formula, then the real software accident rate can be calculated integrating the model estimation with the testing acceleration factor. The data case analysis shows that this method is feasible and reasonable.
  • Keywords
    importance sampling; military computing; parameter estimation; program testing; safety-critical software; software performance evaluation; stochastic processes; Bayesian formula; Bootstrap sampling method; acceleration testing; data case analysis; importance sampling; military software; model parameters estimation; nonhomogeneous Poisson process distribution; ordnance software; safety evaluation method; software evaluation model; software reliability; software safety test; Accidents; Bayesian methods; Data analysis; Life estimation; Monte Carlo methods; Parameter estimation; Sampling methods; Software reliability; Software safety; Software testing; Bayesian estimation; Bootstrap sampling; Component; Safety-critical system software; safety evaluation; small-sample data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Reliability, Maintainability and Safety, 2009. ICRMS 2009. 8th International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-4903-3
  • Electronic_ISBN
    978-1-4244-4905-7
  • Type

    conf

  • DOI
    10.1109/ICRMS.2009.5270094
  • Filename
    5270094