Traffic prediction is the basis for guiding bandwidth adjustment in the process of network
operation and maintenance. Most of the existing traffic prediction models focus on network …

Accurate prediction of the future network traffic plays an important role in various network
problems (eg traffic engineering, quality of service provisioning, etc.). However, modern …

In order to improve the performance of network traffic prediction model, a novel network
traffic prediction model is proposed in this paper which embedding dimension and time …

Along with the development of technology and social progress, the Internet is increasingly
widely used in life. Mobile communication, fiber optic broadband, and other essential …

Traffic prediction is a classical spaial-temporal prediction problem with many real-world
applications. In general, existing traffic prediction methods capture the complex spatial …

Many network resource management solutions typically employ traffic prediction algorithms
to improve the performance of a network. In this paper we extend a newly developed method …

With the ever-increasing traffic load, the prediction of future traffic patterns can bring
significant benefits to network optimization. The appropriate choice of a forecasting model is …

Accurate prediction of network traffic is an important premise in network management and
congestion control. In order to improve the prediction accuracy of network traffic, a prediction …

By the year 2019, the Cisco Virtual Networking Index predicts that video traffic of all types
will constitute 80%-90% of global internet traffic, amounting to 1.24-1.44 zettabytes of data …

The traditional network traffic prediction is based on the establishment of a linear model,
which can't describe the changes of network traffic accurately, resulting in low prediction …