Abstract Netvrork traffic prediction is important for netvrork control and bandwidth alloca-tion. This paper first introduces how to get optimal forecasting values, and provides prediction procedure for FARIMA models. And then provides a prediction method for self-similar traffic with compensation function and also gives out an example to demonstrate how to use this method in network control.