As an important part of data management, network traffic evaluation and prediction can not
only find network anomalies but also judge the future trends of the network. To predict …

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 …

The 21st century is a high-tech information era in which our lives are closely linked by
computer networks. Hence, how to effectively supervise networks and reduce the frequency …

In order to improve the prediction accuracy of network traffic, a novel prediction model based
on ensemble empirical mode decomposition and multiple models is proposed. In this study …

The rapid update of computing power leads to exponential data traffic growth, and the
incidence of network attacks is also increasing. It is significantly important to analyze and …

Network traffic prediction performs a main function in characterizing network community
performance. An approach which could appropriately seize the salient characteristics of the …

Network traffic can reflect the operating status and resource bottleneck of the entire network.
Accurate prediction of the future network is helpful in network maintenance, network …

At present, the amount of network equipment, servers, and network traffic is increasing
exponentially, and the way in which operators allocate and efficiently utilize network …

As a typical Internet of Things application, network traffic prediction (NTP) plays a decisive
role in congestion control, resource allocation, and anomaly detection. The trend of network …

The network traffic sequence has the complex characters, such as mutability, chaos,
timeliness, and nonlinearity, which bring many difficulties to network traffic prediction. In …