How to predict the self-similar network traffic with high burstiness is a great challenge for
network management. The covariation orthogonal prediction could effectively capture the …

Accurate and timely internet traffic information is important for many applications, such as
bandwidth allocation, anomaly detection, congestion control and admission control. Over the …

With the increasing popularity of mobile Internet and the higher bandwidth requirement of
mobile applications, user Quality of Experience (QoE) is particularly important. For …

Traffic forecasting is crucial for urban traffic management and guidance. However, existing
methods rarely exploit the time-frequency properties of traffic speed observations, and often …

Internet traffic prediction plays a fundamental role in network design, management, control,
and optimization. The self-similar and non-linear nature of network traffic makes high …

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 …

Accurate and real-time network traffic prediction is of paramount importance in the fields of
network management, performance optimization, and fault diagnosis. It provides strong …

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 …

A network may be able to improve its capacity for planning and the quality of service, if it is
possible to accurately estimate the volume of mobile phone traffic in advance it provides to …

With the development of the communication and computer science technology, the traffic
prediction of the communication network has attracted more and more interests from the …