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文章基本信息

  • 标题:Logistic Regression Approach to Software Reliability Engineering with Failure Prediction
  • 本地全文:下载
  • 作者:K.Venkata Subba Reddy ; B.Raveendra Babu
  • 期刊名称:International Journal of Software Engineering & Applications (IJSEA)
  • 印刷版ISSN:0976-2221
  • 电子版ISSN:0975-9018
  • 出版年度:2013
  • 卷号:4
  • 期号:1
  • 页码:55
  • 出版社:Academy & Industry Research Collaboration Center (AIRCC)
  • 摘要:In this paper using the main feature of our proposed Model in its inflection point, we propose a softwarereliability growth model, which relatively early in the testing and debugging phase, provides accurateparameters estimation, gives a very good failure behavior prediction and enable software developers topredict when to conclude testing, release the software and avoid over testing in order to cut the cost duringthe development and the maintenance of the software. Two real world experimental data previouslyanalyzed have been used to compare our proposed Early Estimation Logistic Model effectiveness withseveral pre-existing models.
  • 关键词:Imperfect Debugging; Logistic Regression; Software Reliability
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