Analyzing and Estimating Network Traffic with Cascades Model

The cascades model proposed recently from self-similar and multifractal model stem can be used to analyze network traffic comprehensively. This- paper, therefore, puts forward an integrated process using cascades model in pattern of wavelet transform to analyze network traffic and further justifies the feasibility of the method. Meanwhile, it emphasizes specifically that, the cumulant sequences of the sequences denoting the number of packet arrivals in unit time and that of inter-arrival time between packets, instead of either of both.should be considered as the stochastic process of the model.