Abstract: The basic theory of time series forecasting based on Support Vector Machine （SVM） is introduced in this paper. And Genetic Algorithm （GA） optimizes the parameters of SVM. GA-SVM is firstly applied to forecast future Internet traffic including two sets of

Key words: Genetic algorithm,Support vector machine, Internet traffic, Forecasting, Neural network