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Modeling and Prediction of Software Operational Reliability
Journal article

Modeling and Prediction of Software Operational Reliability

C. Y. Huang, C. T. Lin and Y. S. Su
International Journal of Technology and Engineering Education, Vol.2(2), pp.91-46
2005

Abstract

Non-homogeneous Poisson process;NHPP;Software Reliability Growth Model;SRGM;Software Testing;Operational Reliability
In this paper, how several existing software reliability growth models based on Non-homogeneous Poisson Processes (NHPPs) are derived based on a unified theory for NHPP models is described. Within this general framework, existing NHPP models are versified and new NHPP models are derived. The approach includes a number of known models under different conditions. Based on these approaches, a method of estimating and computing software reliability growth during operational phase is shown and using this method, the transitions from testing phase to operational phase is described. That is, a method for predicting the fault detection rate to reflect changes in the user’s operational environments is proposed. The proposed method offers a quantitative analysis on software failure behavior in field operation and provides useful feedback information to the development process.

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