BEST SUBSET SELECTION OF ARMA AND ARIMA MODELS FOR SOFTWARE RELIABILITY ESTIMATION

Subhashis Chatterjee, Jeetendra B. Singh, Shobhit Nigam, and Lakshmi N. Upadhyaya

Keywords

Software reliability, time between failures (TBFs), ARMA, ARIMA,AIC, SIC

Abstract

Many software reliability models have been proposed during last three decades. Almost all these software reliability models have been developed based on many assumptions. One approach for development of assumption free software reliability model is time series. In this paper ARMA and ARIMA models have been developed for predicting software reliability. The proposed models have been validated using some real software failure data.

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