THE METHOD OF SOFTWARE RELIABILITY EVALUATION AND PREDICTION BASED ON THE MODEL WITH DYNAMIC INDEX OF PROJECT SIZE

Authors

  • Maksym Seniv
  • Vitaliy Yakovyna
  • Yaroslav Chabanyuk
  • Dmytro Fedasyuk

DOI:

https://doi.org/10.47839/ijc.10.2.740

Keywords:

Software reliability, software life cycle, reliability model, model assumption, software engineering.

Abstract

The software reliability evaluation and prediction method based on the model with dynamic index of project size is examined in this article. The support decision making procedure during software production which is based on the adequacy criterion of software testing is developed. The example of developed method based on testing data of industrial software product is proposed.

References

- Goel A.L. Software reliability models: assumptions, limitations, and applicability. IEEE Transactions on software engineering SE-11 (12) (1985). pp. 1411-1423.

- Shooman M.L. Probabilistic models for software reliability prediction. in Statistical Computer Performance Evaluation. W. Freiberger Ed. New York: Academic, 1972. pp. 485-502.

- Yamada S., Ohba M., Osaki S. S-shaped reliability growth modeling for software error detection. IEEE Transactions on Reliability R-32 (5) (1983). pp. 475-478.

- Cai K.-Y., Hu D.-B., Bai Ch.-G., Hu H., Jing T. Does software reliability growth behavior follow a non-homogeneous Poisson process. Information and Software Technology (50) (2008). pp. 1232-1247.

- Durand J.B., Gaudoin O. Software reliability modelling and prediction with hidden Markov chains. Statistical Modelling (5) 1 (2005). pp. 75-93.

- D. Fedasyuk, M. Seniv, Y. Chabanyuk, U. Khimka. The Estimation and Prediction Model of the Software Reliability with the Project Size Index. Proceedings of the Xth International Conference “Modern problems of radio engineering, telecommunications, and computer science” Lviv-Slavske, Ukraine, 2010. pp.209-210.

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Published

2011-12-20

How to Cite

Seniv, M., Yakovyna, V., Chabanyuk, Y., & Fedasyuk, D. (2011). THE METHOD OF SOFTWARE RELIABILITY EVALUATION AND PREDICTION BASED ON THE MODEL WITH DYNAMIC INDEX OF PROJECT SIZE. International Journal of Computing, 10(2), 97-107. https://doi.org/10.47839/ijc.10.2.740

Issue

2011, Volume 10, Issue 2

Section

Articles

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