S. Jamal. H. Zaidi, Bilal A. Usmani, Syed Nasir Danial. Modelling Inter-Failure Time Series using Neural Networks . In IEEE International Multitopic Conference, 2008. Volume 1 of IEEE, Karachi, Dec 2008. [doi]
Software inter-failure time series analysis has always been a question mark for the reliability engineers. Many models have been proposed since the problem of reliability discovers, but none of them produces adequate results. This study presents a neural network perspective of modelling inter-failure time of software. We compare different parametric models of software reliability with our proposed neural network model and found the proposed more suitable.