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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2020.3
- 수록면
- 455 - 464 (10page)
- DOI
- 10.7465/jkdi.2020.31.2.455
이용수
초록· 키워드
오류제보하기
The software reliability model is modeled on the basis of the number of software failures and the interval time between failures, and predicts how failures will occur in the future by estimating reliability evaluation measures such as failure interval time, software reliability and failure rate, 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 a fault detection rate function of the generalized exponential distribution 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 two data sets. The comparative results for the goodness-of-fit show that the proposed model does significantly better than the existing models.
목차
Abstract
1. Introduction
2. A software reliability model
3. Numerical examples
4. Conclusions and remarks
References
참고문헌 (16)
참고문헌 신청
Barreto-Souza, W. / 2010 / The beta generalized exponential distribution / Journal of Statistical Computation and Simulation 80:159~172
Goel, A. L. / 1979 / Time-dependent error-detection rate model for software reliability and other performance measures / IEEE Transactions on Reliability 28:206~211
Hossain, S. A. / 1993 / Estimating the parameters of a non-homogeneous Poisson-process model for software reliability / IEEE Transactions on Reliability 42:604~612
Gupta, R. D. / 1999 / Theory & methods : Generalized exponential distributions / Australian & New Zealand Journal of Statistics 41:173~188
이재운 / 2018 / Likelihood-based inference for the ratio of shape parameters of generalized exponential distributions / 한국데이터정보과학회지 29(3):795~806
Goel, A. L. / 1979 / Time-dependent error-detection rate model for software reliability and other performance measures / IEEE Transactions on Reliability 28:206~211
Hossain, S. A. / 1993 / Estimating the parameters of a non-homogeneous Poisson-process model for software reliability / IEEE Transactions on Reliability 42:604~612
Gupta, R. D. / 1999 / Theory & methods : Generalized exponential distributions / Australian & New Zealand Journal of Statistics 41:173~188
이재운 / 2018 / Likelihood-based inference for the ratio of shape parameters of generalized exponential distributions / 한국데이터정보과학회지 29(3):795~806
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UCI(KEPA) : I410-ECN-0101-2020-041-000547623