Discrete Program-Size Dependent Software Reliability Assessment : Modeling, Estimation, and Goodness-of-Fit Comparisons(Reliability, Maintainability and Safety Analysis)
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概要
- 論文の詳細を見る
In this paper we propose a discrete program-size dependent software reliability growth model flexibly describing the software failure-occurrence phenomenon based on a discrete Weibull distribution. We also conduct model comparisons of our discrete SRGM with existing discrete SRGMs by using actual data sets. The program size is one of the important metrics of software complexity. It is known that flexible discrete software reliability growth modeling is difficult due to the mathematical manipulation under a conventional modeling-framework in which the time-dependent behavior of the cumulative number of detected faults is formulated by a difference equation. Our discrete SRGM is developed under an existing unified modeling-framework based on the concept of general order-statistics, and can incorporate the effect of the program size into software reliability assessment. Further, we discuss the method of parameter estimation, and derive software reliability assessment measures of our discrete SRGM. Finally, we show numerical examples of discrete software reliability analysis based on our discrete SRGM by using actual data.
- 社団法人電子情報通信学会の論文
- 2007-12-01
著者
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Inoue Shinji
Department Of Social Systems Engineering Faculty Of Engineering Tottori University
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Yamada Shigeru
Department Of Food & Health Sciences Faculty Of Human Life Sciences Jissen Women's Universi
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Yamada Shigeru
Department of Biological Science and Technology, Science University of Tokyo
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