The characteristics of traffic in core networks have changed in recent years, with the data
flows among network nodes now showing large volumes but also large fluctuations during …

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 …

Logit model is one of the statistical techniques commonly used for mode choice modeling,
while artificial neural network (ANN) is a very popular type of artificial intelligence technique …

Internet traffic in the real world is susceptible to various external and internal factors which
may abruptly change the normal traffic flow. Those unexpected changes are considered …

The task of predicting Internet traffic is challenging, particularly in multi-step forecasting due
to the volatile and random nature of data. In addition, real-world traffic may contain outlier …

The development of technology related to optical core networks provides the appropriate
infrastructure for the reliable flow of information, that is constantly increasing with the …

In this paper, we propose a broad learning system based on the sparrow search algorithm.
Firstly, in order to avoid the complicated manual parameter tuning process and obtain the …

The ISP (Internet Service Provider) industry relies heavily on internet traffic forecasting (ITF)
for long-term business strategy planning and proactive network management. Effective ITF …

The increase of HTTP-based video popularity causes that broadband and Internet service
providers' links transmit mainly multimedia content. Network planning, traffic engineering or …

Describing incoming web traffic-as seen from large eyeball networks, ie ingress traffic-and
estimating it into the future, are necessary operations for network service providers who …