Abstract
The motivation for the use of mathematical models in the analysis and prediction of software reliability evolution during the testing phase is discussed. Then, the basic reliability concepts, such as the hazard rate, the mean time to failure and so on, are introduced. Finally, the most important models used in software reliability are overviewed.
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References
M.L. Shooman "Software engineering: design, reliability and management" McGraw-Hill, 1972.
M. Lipow "Estimation of software package residual errors" TWR Software Series Report SS-72-09, 1972.
R.E. Barlow, F. Proschan "Mathematical theory of reliability" Wiley, 1965.
J.D. Musa, A. Iannino, K. Okumoto "Software reliability" McGraw-Hill, 1987.
C.J. Dale "Software reliability evaluation methods" British Aerospace, Report ST26750.
A. A. Abdel-Ghaly, P. Y. Chan, B. Littlewood "Evaluation of competing software reliability predictions", IEEE Tr. on Software Eng., SE 12, 9, 950–966, 1986.
C.S. Kendall and A. Stuart "The advanced theory of statistics", Hafner, 1961.
N.R. Mann, R.E. Schafer. N.D. Singpurwalla "Methods for Statistical Analysis of Reliability and Life Data", Wiley, 1974.
Z. Jelinski, P.B. Moranda "Software reliability research", in "Statistical computer performance evaluation" (W. Freiberger ed.) Academic Press, 1972.
S. Bittanti, P. Bolzern, C. Ghezzi, R. Scattolini "A proposal for a new sotware reliability model and its preliminary assessment", 3rd Conf. on Software Engineering, Versailles, 1986.
B. Littlewood, J.L. Verrall "A Bayesian growth model for computer software", J. Royal Stat. Soc. C, 22, 332–346, 1973.
A.L. Goel, K. Okumoto "Time-dependent error detection rate model for software reliability and other performances measures", IEEE Trans.Rel. R-28, 206–211, 1979.
D.R. Miller "Exponential order statistic models of software reliability growth", George Washigton University, Washington DC, Tech. Report T-496/94, 1984.
B. Littlewood "Stochastic reliability growth: A model for fault-removal in computer programs and hardware designs", IEEE Trans. Rel. R-30, 313–320, 1981.
A.L. Goel, K. Okumoto "An imperfect debugging model for reliability and other quantitative measures of software systems", Bayesian Software Prediction Models, Rome Air Development Center, NY, USA, Rep. RADC-TR-78-155, 1978.
B. Littlewood "Software reliability model for modular program structure", IEEE Trans. Rel. R-28, 241–246, 1979.
D.W. Wightman, A. Bendell "Proportional hazards modelling of software failure data", Pergamon Infotech State of the Art Report, UK, 229–242, 261–263, 1986.
A. Iannino, J.D. Musa, K. Okumoto, B. Littlewood "Criteria for software reliability model comparisons", IEEE Trans. Soft. Eng., SE-10, 6, 687–691, 1984.
S. Bittanti "Is the prediction error of a regression model white?", J. Franklin Inst., 315, 4, 239–246, 1983.
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© 1988 Springer-Verlag
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Bittanti, S., Bolzern, P., Scattolini, R. (1988). An introduction to software reliability modelling. In: Bittanti, S. (eds) Software Reliability Modelling and Identification. Lecture Notes in Computer Science, vol 341. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0034286
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DOI: https://doi.org/10.1007/BFb0034286
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