R. D. J. M. Steenbergen, P. H. A. J. M. van Gelder, S. Miraglia, A. C. W. M. Vrouwenvelder
1 Department of Applied Mathematics and Computer Science, Technical University of Denmark2 Dynamical Systems, Department of Applied Mathematics and Computer Science, Technical University of Denmark3 University of Oradea
In this article we will examine the effect of different learning algorithms, while training the MLP (Multilayer Perceptron) with the intention of predicting web services response time. Web services do not necessitate a user interface. This may seem contradictory to most people's concept of what an application is. A Web service is better imagined as an application "segment," or better as a program enabler. Performance is an important quality aspect of Web services because of their distributed nature. Predicting the response of web services during their operation is very important.
Safety, Reliability and Risk Analysis: Beyond the Horizon, 2013, p. 3229-3234
Main Research Area:
22nd European Safety and Reliability Conference (ESREL) 2013European Safety and Reliability conference