Gaussian process regression as a predictive model for Quality-of-Service in Web service systems

30 Jul 2012Jakub M. TomczakJerzy SwiatekKrzysztof Latawiec

In this paper, we present the Gaussian process regression as the predictive model for Quality-of-Service (QoS) attributes in Web service systems. The goal is to predict performance of the execution system expressed as QoS attributes given existing execution system, service repository, and inputs, e.g., streams of requests... (read more)

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