A short-term prediction for QoS of Web Service based on RBF neural networks including an improved K-means algorithm

The structure of RBF neural networks and an improved K-means algorithm will be introduced in the paper. Based on this, RBF neural networks is applied to predict the QoS of Web Service and the functions of the MATLAB toolbox are adopted to create a network model for QoS prediction. Finally the simulation experiments will prove that using RBF neural networks based on the improved K-means algorithm to predict the QoS of Web Service is effective and efficient.