With the emergence of 4G/5G cellular networks, mobile Internet is becoming increasingly
popular and numerous mobile applications have emerged, which puts higher demands on …

The predictability of network traffic is an important and widely studied topic because it can
lead to the solutions to get more efficient dynamic bandwidth allocation, admission control …

Network traffic prediction is not only an academic problem, but also a concern of industry
and network performance department. Efficient prediction of network traffic is helpful for …

Traffic congestion has become a worldwide problem, seriously restricting the performance of
transport network. Prediction of traffic congestion levels composes a significant part of traffic …

Abstract Software Defined Networking (SDN) is a centralized management network
architecture, the handling commands of flows are designed in the controller and installed …

To deal with the characteristic of network traffic, a prediction algorithm based on wavelet
transform and Season ARIMA model is introduced in this paper. The complex correlation …

Accurate prediction of network traffic is very important in allocating network resources. With
the rapid development of network technology, network traffic becomes more complex and …

With the growing popularity of smart phones and the rapid development of Internet, the
traditional network management system cannot adapt itself to the requirement intelligently. If …

Multimedia applications transmitted over the Internet generate a major part of the Internet
traffic. The bursty characteristics of the video traffic make it difficult to fulfill the requirements …

Network traffic is a typical nonlinear time series. As such, traditional linear and nonlinear
models are inadequate to describe the multi-scale characteristics of traffic, thus …