English, Article edition: GENERALIZED RENEWAL PROCESS (GRP) FOR THE ANALYSIS OF SOFTWARE RELIABILITY GROWTH MODEL MADHU JAIN; SANDHYA MAHESHWARI

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Bookmark: http://trove.nla.gov.au/version/85213
Physical Description
  • article
Language
  • English

Edition details

Title
  • GENERALIZED RENEWAL PROCESS (GRP) FOR THE ANALYSIS OF SOFTWARE RELIABILITY GROWTH MODEL
Author
  • MADHU JAIN
  • SANDHYA MAHESHWARI
Physical Description
  • article
Notes
  • With the rapid advancement in computer technology, the software reliability plays a very significant role in predicting the performance and assuring the quality of the software. A compromise testing effort is necessary to affirm the pre-defined quality of the software at optimum cost by detecting and eliminating errors in the software. In this investigation, a robust solution for software reliability growth model (SRGM) which is applicable to non-perfect repair condition called generalized renewal process (GRP) is proposed. The GRP includes the renewal process (RP) and non-homogeneous Poisson process (NHPP) as special cases by suitable choice of index parameters. The optimal testing time of the software is determined for a large and complex modular software system wherein each module having a different failure rate and other characteristics. Maximum likelihood approach is used to estimate the GRP parameters. Numerical illustrations are provided to explore the effect of various parameters on maintenance cost.
  • Generalized renewal process, software reliability, optimal testing time, maintenance cost, parameter estimation
  • RePEc:wsi:apjorx:v:23:y:2006:i:02:p:215-227
Language
  • English
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