Real-time traffic prediction could give important information to both network efficiency and
QoS guarantees. On the basis of LMS algorithm, this paper presents an improved LMS …

Network traffic describes the characteristics and users' behaviors of communication
networks. It is a crucial input parameter of network management and network traffic …

With the continuous development of computer networks in recent years, the scale and types
of services carried by the network are increasing. Accurate traffic prediction results provide …

In the information society today computer networks are an indispensable part of people's life.
Network traffic prediction is important to network planning, performance evaluation and …

Network traffic burst becomes a threat to network security. In this paper, a decomposition
based method is presented for network burst traffic realtime prediction, in which, by passing …

Sažetak High speed network traffic prediction is essential to provision QoS for multimedia
applications while keeping bandwidth utilization high. Wavelet transform is a powerful …

Traffic in high-speed networks shows distinct patterns at different timescales. This
characteristic should be taken into account to address the error propagation in the multiple …

Accurate real‐time traffic prediction is required in many networking applications like dynamic
resource allocation and power management. This paper explores a number of predictors …

Summary form only given. High-speed network traffic prediction is an essential step in
building effective preventive congestion control schemes. This paper addresses the problem …

A traffic prediction algorithm is evaluated. It assumes that network traffic is realistically
modeled using alpha-stable long-range dependent stochastic processes. This work …