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Discrete equations and software reliability growth models
Proceedings 12th International Symposium on Software Reliability Engineering, 2005We propose a criterion to determine a more appropriate software reliability growth model in the early development phase. The criterion with a discrete software reliability growth model determines the absolute worth of a model because the discrete software reliability growth model perfectly reproduces the parameter estimates when the data are used as an
Daisuke Satoh, Shigeru Yamada
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Log-logistic software reliability growth model
Proceedings Third IEEE International High-Assurance Systems Engineering Symposium (Cat. No.98EX231), 2002The finite-failure non-homogeneous Poisson process (NHPP) models proposed in the literature exhibit either constant, monotonic increasing or monotonic decreasing failure occurrence rates per fault, and are inadequate to describe the failure processes underlying certain failure data sets.
Swapna S. Gokhale, Kishor S. Trivedi
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Connecting Software Reliability Growth Models to Software Defect Tracking
2020 IEEE 31st International Symposium on Software Reliability Engineering (ISSRE), 2020Traditional software reliability growth models only consider defect discovery data, yet the practical concern of software engineers is the removal of these defects. Most attempts to model the relationship between defect discovery and resolution have been restricted to differential equation-based models associated with these two activities.
Maskura Nafreen +5 more
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A Family of Software Reliability Growth Models
31st Annual International Computer Software and Applications Conference - Vol. 2 - (COMPSAC 2007), 2007Software reliability growth models (SRGM's for short) are used to control the software testing process and to make it more effective. This paper describes a family of SRGM's which depends continuously on a parameter. All of the models of this family allow the prediction of lambda0, the failure rate at the beginning of the test and N0, the overall ...
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Software Reliability Growth Models
2011Studies in software reliability modeling started as early as early 1960s. The issues related software quality quantification and reliability measurement arose even during the time when the development of computing systems started. Since in the 1960s the cost of the computing systems were very high, use was limited to few organizations, hardware design,
P. K. Kapur +3 more
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Metrics evaluation of software reliability growth models
Proceedings. 1991 International Symposium on Software Reliability Engineering, 2002Numerous software reliability growth models have been proposed. The authors present three metrics which have been helpful in assessing the applicability and predictive validity of these models. These metrics are the relative fitting error metric, the short term predictive validity metric and the long term predictive validity metric.
Francis C. L. Chan +2 more
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An effective software reliability growth model
Safety and Reliability, 2021Reliability is an end-user quality feature related to system usage. Software reliability modelling has gained a lot of importance due to the growing need for high-quality software.
Md. Asraful Haque, Nesar Ahmad
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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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Modeling Software Reliability Growth with Genetic Programming
16th IEEE International Symposium on Software Reliability Engineering (ISSRE'05), 2006Reliability models are very useful to estimate the probability of the software fail along the time. Several different models have been proposed to estimate the reliability growth, however, none of them has proven to perform well considering different project characteristics.
Eduardo Oliveira Costa +3 more
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Software reliability growth model for testing‐domain
Systems and Computers in Japan, 1991AbstractTo evaluate the reliability of software quantitatively, a test is executed at the final stage of software development. Then errors existing in the software are corrected. In the testing phase, the functions and modules actually tested in the software are related closely to the quantity and quality of the imposed test case, and increase with the
Hiroshi Ohtera +2 more
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