The practice of predicting the traffic that is headed toward a specific website is known as
web traffic prediction. To govern a network, network traffic forecasting is crucial. Since clients …

An increase In traffic has a large Influence on the performance of a total network. Therefore,
traffic management has become an important issue of network management. In this paper …

Traffic prediction facilitates intelligent networking maintenance by enabling efficient network
resource allocation. With the development of machine learning algorithms, traffic prediction …

The increasing availability of large volumes of traffic data has led to the development of
several short-term traffic prediction models. Training these models is a computationally …

To guarantee quality of service (QoS), the requirements for video transmission such as delay
and cell loss rate (CLR) are very stringent. These constraints are difficult to meet if high …

Network traffic forecasting provides key information for network management, resource
allocation, traffic attack detection. However, traditional linear and non-linear network traffic …

Traffic prediction systems are currently the most important techniques, as they can be wildly
applied in different aspects. Given a set of past traffic data, a traffic prediction system is able …

In order to grow efficiency in Intelligent Transportation System (ITS), a number of dynamic
route guidance scheme has been designed to assist driver in determining the optimal route …

This paper proposes a novel framework to predict traffic flows' bandwidth ahead of time.
Modern network management systems share a common issue: the network situation evolves …