International Society of Science and Applied Technologies |
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Discrete Software Reliability Growth Model Based on a Generalized Linear Modeling Approach | ||||
Author | Yasutaka Iwasaki
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Co-Author(s) | Shinji Inoue; Shigeru Yamada
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Abstract | A discrete software reliability growth model does not take account of testing environment of factors for the probability of software failure in the testing phase. In this paper, we develop a software reliability growth model considering the testing environment of factors based on the concept of a regression-based modeling between the fault detection rate and the testing en- vironmental factors for the purpose of improving the reliability assessment accuracy based on software re- liability growth models. Finally, we show numerical examples in software reliability analysis based on the proposed model.
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Keywords | Software Reliability Assessment, Discrete Software Reliability Growth Model, Binomial Distribution, Testing-Environmental Factors, Regression-Based Modeling. | |||
Article #: 21213 |
August 6-8, 2015 - Philadelphia, Pennsylvia, U.S.A. |