№1, 2017

COMPARATIVE ANALYSIS OF AVAILABLE MODELS FOR ESTIMATION OF SOFTWARE RELIABILITY

Tofig H. Kazimov, Tamilla A. Bayramova

This article provides information about one of the main signs of software – reliability and models which are used for its estimation. Some of mathematical models that is applied in estimation of reliability of software tools have been studies (pp.102-108). 

Keywords: reliability, analytical model, dynamic model, empirical model, software engineering, failure rate, degree of reliability.
References
  • ISO 9126: 1991. Information technology. Software evaluation. Quality characteristics and guidance on their use, p. 186.
  • IEEЕ Std 610.12-1990, IEEE Standard Glossary of Software Engineering Technology (ANSI), 1283 p.
  • Myers G. Software Reliability. M .: Mir, 1980, 360 p.
  • Lipaev V.V. Software reliability. М.:Sinteg, 1998, 232 p.
  • About metric approach to evaluation of the quality and reliability of software, hups.mil.gov.ua/periodic-app/article/14636/soi_2002_6_60.pdf
  • Sukert A.N., Goel L.A. A guidebook for software reliability assessment / Proc. Annual Reliability and Maintainability Symp. Tokyo (Japan), 1980, pp.186–190.
  • Classification of software reliability models, https://studfiles.net/preview/6179493/
  • Blagodatskikh V.А., Volnin V.А., Poskakalov K.F. Standardization of software development: Tutorial. М.:Finance and statistics, 2005, 288 p.
  • Goel A. L. Software reliability models: Assumptions, Limitations and Applicability// IEEE Transactions on Software Engineering, vol. SE-11, no.12, 1985, pp.1411–1423.
  • Jelinski Z., Moranda P.B. Software Reliability Research, Statistical Computer Performance EvaluationW.Freiberger, Academic Press, New York, 1972, pp.465-484.
  • Polonnikov R. İ., Nikandrov А.V. Methods for evaluation of the reliability indicators of software. SPb.:Politechnics, 1992, 78 p.  
  • Fatuev V. P. Reliability of automated information systems: Tutorial // V. P. Fatuev, V.İ.Vysotsky, V.İ.Bushinsky, Tula: TSU, 1998, 104 p.
  • http://konf.x-pdf.ru/18tehnicheskie/416395-1-metodi-ocenivaniya-nadezhnosti-programmnihsredstv-uchetom-vtorichnih-defektov.php
  • Kharchenko V.S., Sklyar V.V., Tarasyuk О.М. Methods for modeling and evaluating the quality and reliability of software. Kharkov: National Aerospace University «Kharkov Aircraft Institute», 2004, 188 p.
  • Kumaresh S., Ramachandran B. Defect Prevention Based on 5 Dimensions of Defect Origin // International Journal of Software Engineering & Applications (IJSEA), 2012, no.3, pp.87–98.
  • Markov А.S. Models of evaluation and planning of software testing for information security requirements // Bulletin of МSТU, «Priborostroenie», 2011, p.90–103.
  • Mirtskhulava L., Khunjgurua M., Lomineishvili N., Bakuria K. Software Reliability Prediction Model Analysis // International Journal of Computer, Information, Systems and Control Engineering, 2014, no.6, pp.927–932.
  • Al-Rahamneh Z., Reyalat M., Sheta A.F., Bani-Ahmad S. A New Software Reliability Growth Model: Genetic-Programming-Based Approach // Journal of Software Engineering and Applications, 2011, no.4, pp.476–481.
  • Tsakonas A., Dounias G. Predicting Defects in Software Using Grammar-Guided Genetic Programming // Proceedings of the 5th Hellenic conference on Artificial Intelligence, SETN, Syros, 2008, pp.413–418.
  • Raja U., Hale J.E., Hale D.P. Temporal Patterns of Software Evolution Defects: A Comparative Analysis of Open Source and Closed Source Projects // Journal of Software Engineering and Applications, 2011, no.4, pp.497–511.
  • Silvia R.V., Aurora P. A grammar-guided Genetic Programming framework configured for data mining and software testing // International Journal of Software Engineering and Knowledge Engineering, 2006, no.2, pp.245–267.