• DocumentCode
    3574464
  • Title

    Finding reliable software using SPRT based on Inflection S-Shaped Model: An order statistics approach

  • Author

    Prasad, R. Satya ; Sangeetha, Y.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Acharya Nagarjuna Univ., Guntur, India
  • fYear
    2014
  • Firstpage
    1554
  • Lastpage
    1558
  • Abstract
    To assess the software reliability by statistical means yields efficient results. In this paper, for an effective monitoring of failure process we have opted Sequential Probability Ratio Test (SPRT) over the time between every rth failure (r is a natural number >=2) instead of inter-failure times. This paper projects a controlling framework based on order statistics of the cumulative quantity between observations of time domain failure data using mean value function of Inflection S-Shaped Model. The two unknown parameters can be estimated using the Maximum Likelihood Estimation (MLE).
  • Keywords
    maximum likelihood estimation; software reliability; statistical testing; MLE; SPRT; controlling framework; cumulative quantity; failure process monitoring; inflection S-Shaped model; maximum likelihood estimation; mean value function; order statistics; sequential probability ratio test; software reliability; time domain failure data; unknown parameters; Computers; Equations; Mathematical model; Process control; Software; Software reliability; Inflection S-Shaped model; Order Statistics; SPRT; Software Quality; Time Domain Data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuit, Power and Computing Technologies (ICCPCT), 2014 International Conference on
  • Print_ISBN
    978-1-4799-2395-3
  • Type

    conf

  • DOI
    10.1109/ICCPCT.2014.7054984
  • Filename
    7054984