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2007 17th International Conference Radioelektronika, 2007
The reliability is one very important parameter of electronic devices, hardware, and applications software. We review in this paper basic reliability terms, software reliability models -predictive models, assessment models. We try to explain basic principles of software reliability models, their practical using in technical activities. We show also key
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The reliability is one very important parameter of electronic devices, hardware, and applications software. We review in this paper basic reliability terms, software reliability models -predictive models, assessment models. We try to explain basic principles of software reliability models, their practical using in technical activities. We show also key
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Software reliability models: an approach to early reliability prediction
Proceedings of ISSRE '96: 7th International Symposium on Software Reliability Engineering, 1998Software reliability prediction models are of paramount importance since they provide early identification of cost overruns, software development process issues, optimal development strategies, etc. Existing prediction models were developed mostly during the past 5 to 10 years and, hence, have become obsolete.
Carol S. Smidts +2 more
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Software Reliability Growth Modeling: Models and Applications
IEEE Transactions on Software Engineering, 1985This paper summarizes existing software reliability growth models (SRGM's) described by nonhomogeneous Poisson processes. The SRGM's are classified in terms of the software reliability growth index of the error detection rate per error. The maximum-likelihood estimations based on the SRGM's are discussed for software reliability data analysis and ...
Shigeru Yamada, Shunji Osaki
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2014 IEEE 15th International Symposium on High-Assurance Systems Engineering, 2014
This paper proposes a novel framework of software reliability growth models with software metrics. Our approach is to integrate a classical Poisson-regression-based fault prediction with non-homogeneous Poisson process based software reliability growth models. The remarkable feature of this approach is to handle time series data of fault detections and
Hiroyuki Okamura, Tadashi Dohi
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This paper proposes a novel framework of software reliability growth models with software metrics. Our approach is to integrate a classical Poisson-regression-based fault prediction with non-homogeneous Poisson process based software reliability growth models. The remarkable feature of this approach is to handle time series data of fault detections and
Hiroyuki Okamura, Tadashi Dohi
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Architecture-based software reliability modeling
Journal of Systems and Software, 2006Reliability is one of the essential quality requirements of software systems, especially for life critical ones. Software reliability modeling provides a means for estimating reliability of software, which facilitates effective decision making for quality control.
Wen-Li Wang, Dai Pan, Mei-Hwa Chen
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A generalized gamma software reliability model
Systems and Computers in Japan, 2007AbstractIn this paper, the authors propose a generalized software reliability model based on a nonhomogeneous Poisson process (NHPP), on the assumption that software fault discovery times follow a generalized gamma distribution. The proposed model encompasses representative NHPP models developed before now and is also consistent with probabilistic ...
Hiroyuki Okamura +2 more
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1989
The problem considered here is the building of Non-homogeneous Poisson Process (NHPP) model. Currently existing popular NHPP process models like Goel-Okumoto (G-O) and Yamada et al models suffer from the drawback that the probability density function of the inter-failure times is an improper density function. This is because the event no failure in (0,
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The problem considered here is the building of Non-homogeneous Poisson Process (NHPP) model. Currently existing popular NHPP process models like Goel-Okumoto (G-O) and Yamada et al models suffer from the drawback that the probability density function of the inter-failure times is an improper density function. This is because the event no failure in (0,
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Software Reliability Measurement Use Software Reliability Growth Model in Testing
2005In this paper, we study the software reliability measurement method of reliability testing metrics. Software reliability is very important. But, it is very difficult to test for software reliability measurement. So we describes the software reliability metrics for ISO/IEC 9126, and we introduce Gamma-Lomax software reliability model for multiple error ...
Hye-Jung Jung, Hae Sool Yang
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2002
Software reliability is one of the most important characteristics of software quality. Its measurement and management technologies during the software life-cycle are essential to produce and maintain quality/reliable software systems. In this chapter, we discuss software reliability modeling and its applications.
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Software reliability is one of the most important characteristics of software quality. Its measurement and management technologies during the software life-cycle are essential to produce and maintain quality/reliable software systems. In this chapter, we discuss software reliability modeling and its applications.
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A Software Reliability Model with Dependent Failure and Optimal Release Time
Symmetry, 2022Kwang Yoon Song +2 more
exaly