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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국자료분석학회 Journal of The Korean Data Analysis Society Journal of The Korean Data Analysis Society 제22권 제2호
- 발행연도
- 2020.1
- 수록면
- 473 - 482 (10page)
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초록· 키워드
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Early in the development of the software reliability model, it was assumed that the operating environment of the software was used in the same or similar field environment as the test environment. However, they may also be used in many different locations that may differ from the environment in which they were developed and tested. And also, in general, software systems are known to degrade performance and increase failure rate as their service life increases. Therefore, efforts have been made to expand the exponential distribution assuming a constant failure rate. In this paper, we propose a new software reliability model with the generalized exponential (GE) fault detection rate function considering the uncertainty of operation environments based on a non-homogeneous Poisson process (NHPP). We examine the goodness-of-fit of a new NHPP software reliability model and other existing models based on dataset. As a result of comparison of goodness-of-fit, it can be confirmed that the new proposed model is significantly better by showing that all the criteria of the new proposed model are the lowest compared to other models. In addition, the results for the sensitivity analysis show that the parameters of a new NHPP software reliability model affect the mean value function.
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참고문헌 (20)
참고문헌 신청
Barreto-Souza, W. / 2010 / The beta generalized exponential distribution / Journal of Statistical Computation and Simulation 80(2):159~172
Goel, A. L. / 1979 / Time-dependent error-detection rate model for software reliability and other performance measures / IEEE Transactions on Reliability 28(3):206~211
Hossain, S. A. / 1993 / Estimating the parameters of a non-homogeneous Poisson-process model for software reliability / IEEE Transactions on Reliability 42(4):604~612
Huang, C. Y. / 2000 / Quantitative software reliability modeling from testing to operation / Proceedings 11th International Symposium on Software Reliability Engineering, ISSRE 2000 :72~82
Gupta, R. D. / 1999 / Theory & methods : Generalized exponential distributions / Australian & New Zealand Journal of Statistics 41(2):173~188
Goel, A. L. / 1979 / Time-dependent error-detection rate model for software reliability and other performance measures / IEEE Transactions on Reliability 28(3):206~211
Hossain, S. A. / 1993 / Estimating the parameters of a non-homogeneous Poisson-process model for software reliability / IEEE Transactions on Reliability 42(4):604~612
Huang, C. Y. / 2000 / Quantitative software reliability modeling from testing to operation / Proceedings 11th International Symposium on Software Reliability Engineering, ISSRE 2000 :72~82
Gupta, R. D. / 1999 / Theory & methods : Generalized exponential distributions / Australian & New Zealand Journal of Statistics 41(2):173~188
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