Abstract: Recently, there has been a growing interest in the potential use of Peer to Peer computing （P2P） in many applications such as file sharing, instant communication. Therefore, to realize their potential, there is a need of a P2P traffic prediction algorithm

Key words: Neural network,Wavelet, P2P, Network traffic