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2004 | nr 1044 Nowoczesne technologie informacyjne w zarządzaniu | 82--90
Tytuł artykułu

Software Reliability Estimation and Prediction

Warianty tytułu
Szacowanie i prognozowanie niezawodności oprogramowania
Języki publikacji
EN
Abstrakty
EN
In this article a survey through the traditional software reliability estimation and prediction models has been performed. The activities related to software reliability modelling have been divided to estimation and prediction. Several arguments proving unsatisfactory quality of the results generated by the traditional models have been pointed. Main results of studies of software reliability modelling with usage of modern methods have been discussed. (original abstract)
W pracy dokonano przeglądu tradycyjnych modeli szacowania i prognozowania niezawodności oprogramowania. Dokonano podziału działań związanych z modelowaniem niezawodności oprogramowania na szacowanie i prognozowanie. Przytoczono argumenty świadczące często o niezadowalającej jakości wyników generowanych przez tradycyjne modele. Omówiono najważniejsze wynik badań modelowania niezawodności oprogramowania z zastosowaniem nowoczesnych metod. (abstrakt oryginalny)
Twórcy
Bibliografia
  • Akiyama F. (1971), An Example of Software System Debugging, Information Processing, vol. 71.
  • Barnard J., Emam K.E., Żubrów D. (2003), Using Capture-Recapture Models for the Reinspection Decision, Software Quality Professional, vol. 5, Issue 2.
  • Bayesian Belief Nets. Agena Ltd., http://www.agena.co.uk/bbn_article/bbns.html.
  • Compton T., Withrow C. (1990), Prediction and Control of Ada Software Defects, J. Systems and Software, vol. 12.
  • Dalal S.R., Lyu M.R., Mallows C.L. (1998), Software Reliability, [in:] Encyclopaedia on Biostatis-tics, Wiley.
  • Evett M., Khoshgoftar T., Chien P.D., Allen E. (1998), GP-based software quality prediction, Genetic Programming 1998: Proceedings of the Third Annual Conference, Morgan Kaufmann.
  • Fenton N.B., Neil M. (1999), A Critique of Software Defect Prediction Models, IEEE Transactions On Software Engineering, vol. 25, no. 3.
  • Fenton N.E., Neil M. (2000), Software Metrics: Roadmap, [in:] The Future of Software Engineering, ed. A. Finkelstein, 22nd International Conference on Software Engineering, ACM Press.
  • Fenton N.B., Pfleeger S.L. (1997), Software Metrics - A Rigorous and Practical Approach, PWS Publishing Company, Boston.
  • Fenton N., Krause P., Neil M. (2002), Software Measurement: Uncertainty and Causal Modelling, IEEE Software 10(4).
  • Gaffney J.R. (1984), Estimating the Number of Faults in Code, IEEE Trans. Software Eng., vol. 10, no. 4, 1984.
  • Gokhale S.S., Lyu M.R. (1997), Regression Tree Modeling for the Prediction of Software Quality. Proc. of Third ISSAT International Conference Reliability, Anaheim.
  • Grosser D., Sahraoui H.A., Valtchev P. (2003), Analogy-based software quality prediction, 7th Workshop on Quantitative Approaches in Object-Oriented Software Engineering, Darmstadt, Germany.
  • Guo P., Lyu M.R. (2000), Software Quality Prediction Using Mixture Models with EM Algorithm. Proc. First Asia-Pacific Conference in Quality Software (APAQS2000), Hong Kong.
  • Hochman R. (1997), Software Reliability Engineering - An Evolutionary Neural Network Approach, Faculty of the College of Engineering, Florida Atlantic University, master thesis.
  • IEEE Standard Glossary of Software Engineering Terminology (1991), IEEE Std. 610.12-1990, Standards Coordinating Commitee of the IEEE Computer Society, New York.
  • ISO/EC 9126:2001 Software engineering - Product Quality, Part 1: Quality Model (2001), ISO, Geneva.
  • Jelinski Z., Moranda P.B. (1972), Software Reliability Research, Statistical Computer Performance Evaluation, ed. W. Freiberger, Academic Press, New York.
  • Kitchenham B.A., Pickard L.M., Linkman S.J. (1990), An Evaluation of Some Design Metrics, "Software Enginering Journal", vol. 5, no. 1.
  • Lakey P.B. (2002), Software Reliability Prediction is not a Science...Yet. Proc. of Thirteenth International Symposium on Software Reliability Engineering, Annapolis.
  • Lipow M. ( 1982), Number of Faults per Line of Code, IEEE Trans. Software Eng., vol. 8, no. 4.
  • Neil M., Fenton N. (1996), Predicting Software Quality using Bayesian Belief Networks, Proceedings of 21 st Annual Software Engineering Workshop, NASA/Goddard Space Flight Centre.
  • O'Regan G. (2002), A practical Approach to Software Quality, Springer-Verlag, New York.
  • Ohlsson N., Alberg H. (1996), Predicting Error-Prone Software Modules in Telephone Switches, IEEE Trans. Software Eng., vol. 22, no. 12.
  • Pai G.J., Dugan J.B. (2001), Enhancing Software Reliability Estimation Using Bayesian Networks and Fault Trees, Proceedings of the IEEE International Symposium on Software Reliability Engineering, Hong Kong.
  • Patra S. (2003), A Neural Network Approach For Long-Term Software MTTF Prediction, Proc. 14th. IEEE International Symposium on Software Reliability Engineering, Denver.
  • Patton R. (2002), Testowanie oprogramowania, Mikom, Warszawa.
  • Quah J.T.S., Thwin M.M.T. (2002), Prediction of Software Readiness Using Neural Network, Proc. First International Conference on Information Technology & Applications, Bathurst, Australia.
  • Sitte R. (1999), Comparison of Software-Reliability-Growth Predictions: Neural Networks vs Para-metric-Recalibration, IEEE Transactions on Reliability, vol. 48, issue 3.
  • Stanik J., Waszkowski R. (1999), Zapewnianie jakości systemu informatycznego, cz. I: Koncepcja zapewniania jakości. Interakcja czlowiek-komputer w rekonstrukcji procesów gospodarczych i tworzeniu zintegrowanych systemów informacyjnych, Gdańsk.
  • Wadekar S.A., Gokhaie S.S. (1999), Exploring Cost and Reliability Tradeoffs in Architectural Alternatives using a Genetic Algorithm, Proc. of Intl. Symposium on Software Reliability Engineering (IS-SRE), Boca Raton.
  • Wiper M.P., Rodriguez Bernal M.T. (2001), Bayesian Inference for a Software Reliability Model Using Software Metrics Information, [in:] Safety and Reliability: Towards a Safer World, Proceedings of the European Conference on Safety and Reliability, Torino.
Typ dokumentu
Bibliografia
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