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International Journal of Advanced Computer Research (IJACR)

ISSN (Print):2249-7277    ISSN (Online):2277-7970
Volume-4 Issue-14 March-2014
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Paper Title : Faults Prediction for Component Based Software using Interrelated Feed Forward Neural Networks
Author Name : Deepak Shudhalwar, P. K. Butey
Abstract :

The software reliability generally depends upon the rate of failures, or the number of faults occurred in mean execution time and the numbers of faults are expected to occur during the course of execution of software. There are various models have been proposed to predict the expected number of faults for various types of software structure. In this paper we are predicting the number of expected faults occurred in each component of software as well as for the whole software in the expected execution time interval using component based neural network architecture. The simulation design and implementation results are suggesting there may be more number of predicted faults in components than the number of predicted faults in the complete software.

Keywords : Feed forward neural networks, fault Predication, Component based software architecture, Software reliability.
Cite this article : Deepak Shudhalwar, P. K. Butey, " Faults Prediction for Component Based Software using Interrelated Feed Forward Neural Networks " , International Journal of Advanced Computer Research (IJACR), Volume-4, Issue-14, March-2014 ,pp.179-197.