A Three-Stage Combined Network Traffic Prediction Model

With the development of the network technology and the increasing demands on communication, we need more complex, heterogeneous, and suitable network models. So, this paper proposes a novel model, which includes three stages. The proposed model can avoid the problem of slow convergence speed and an easy trap in local optimum when coming up with a fluctuated network flow. Thus, the network traffic prediction with high-precision in cognitive networks is achieved.