DocumentCode :
3478849
Title :
Software Reliability Model with Coxian Distribution of Length of Intervals between Errors Detection and Fixing Moments
Author :
Bubnov, Vladimir P. ; Khomonenko, Anatoly D. ; Tyrva, Alexey V.
Author_Institution :
Petersburg State Transp. Univ., St. Petersburg, Russia
fYear :
2011
fDate :
18-22 July 2011
Firstpage :
310
Lastpage :
314
Abstract :
The generalized software reliability model on the basis of non-stationary Markovian service system is proposed. Approximation by Coxian distribution allows investigating software reliability growth for any kinds of distribution (for example, Weibull, Gamma) of time between the moments of program errors detection and fixing. The model enables to forecast important software reliability characteristics, such as number of corrected errors, number of errors to be fixed, required debugging time, etc. The diagram of transitions between states of the generalized model and differential equations system are presented. The example of calculation with use of the offered model is considered, research of influence of Coxian distributions variation coefficients of duration of intervals between the error detection moments and error correction time distributions on values of look-ahead characteristics is executed.
Keywords :
Markov processes; approximation theory; program testing; software reliability; approximation method; coxian distribution; differential equation; error correction time distribution; error detection moment; interval length; nonstationary Markovian service system; program error detection; program erros detection; program fixing moment; software reliability model; Approximation methods; Debugging; Exponential distribution; Mathematical model; Object oriented modeling; Software; Software reliability; approximation by Coxian distribution; modeling; software reliability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Software and Applications Conference Workshops (COMPSACW), 2011 IEEE 35th Annual
Conference_Location :
Munich
Print_ISBN :
978-1-4577-0980-7
Electronic_ISBN :
978-0-7695-4459-5
Type :
conf
DOI :
10.1109/COMPSACW.2011.58
Filename :
6032256
Link To Document :
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