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An Ensemble with Encoded Inputs Arbitrated By a Recurrent Neural Network for Web Services Reliability Prediction

Keywords: web services , ensemble , recurrent neural networks , software reliability , prediction

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Abstract:

The rapid expansion of information technologies in almost all sectors of the society induces software in our days. Software reliability prediction becomes a very important research subject because itnot just improves software quality but also can reduces development cost. In this study, I developed a neural network based ensemble and used it to predict response time of real-world web services.

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