Traffic engineering with traffic prediction is a promising approach to accommodate time-
varying traffic without frequent route changes. In this approach, the routes are decided so as …

Traffic engineering with traffic prediction is one approach to accommodate time-varying
traffic without frequent route changes. In this approach, the routes are calculated so as to …

In recent years, the time variation of Internet traffic has increased due to the growth of
streaming and cloud services. Backbone networks must accommodate such traffic without …

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

Traffic engineering (TE) plays an essential role in deciding routes that effectively use
network resources. This is particularly important when one considers the increasing time …

The significant advancements in intelligent transportation systems (ITS) have contributed to
the increased development in traffic modeling. These advancements include prediction and …

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 …

Network traffic prediction is one of the significant issues. The model for network traffic
prediction should meet the following requirements. First, the model should be taken into …

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

To efficiently use network resources, internet service providers need to conduct traffic
engineering that dynamically controls traffic routes to accommodate traffic change with …