Abstract: This article proposes a new method to model and predict network traffic based on fractal filter and linear neural network.A smoothing series can be generated after increasing the long-range dependence in the time series by fractal filter，according to the theory of phase space restructure，the linear neural network model is constructed，experiments of real network traffic illustrate that the prediction results using the method are better than the traditional models.