Prediction and Classification of QoS Pattern Based on Web Cluster
Zhi Chen · Jisuanji gongcheng · 2003
The article introduces a level predicting and classifying method named two level pattern recognization, combining the linear time series and the nonlinear time series of neural network. We can predict and classify overally the service pattern of Web clusters by linear time series, then recognize exactly the QoS pattern by nonlinear algorithm of neural network. The method has been proved effective by theoretic analysis and experiments.