Anticipatory networking is a recent branch of network optimization based on prediction of the
system state. Our work specifically tackles prediction-driven resource allocation for mobile …

One of the most critical aspects of anticipatory networking is assuming that future system
conditions can be estimated. In this paper we address how accurate the current state of the …

The accurate estimation of future traffic loads is a key enabler for anticipatory mobile
networking. In this paper, we investigate the prediction of the traffic generated by different …

Intent-Based Networking mandates that high-level human-understandable intents are
automatically interpreted and implemented by network management entities. As a key part in …

A highly interesting trend in mobile network optimization is to exploit knowledge of future
network capacity to allow mobile terminals to prefetch data when signal quality is high and to …

Mobile video delivery forms the largest part of the traffic in cellular networks. Thus optimizing
the resource allocation to satisfy a user's quality of experience is becoming paramount in …

Traffic speed prediction, as one of the most important topics in Intelligent Transport Systems
(ITS), has been investigated thoroughly in the literature. Nonetheless, traditional methods …

As 6G networks proliferate, they generate vast volumes of data and engage diverse devices,
pushing the boundaries of traditional network management techniques. The limitations of …

5G and beyond are not only sophisticated and difficult to manage, but must also satisfy a
wide range of stringent performance requirements and adapt quickly to changes in traffic …

Real-time communication (RTC) applications such as VoIP, video conferencing, and online
gaming are flourishing. To adapt and deliver good performance, these applications require …