A growing trend for information technology is to not just react to changes, but anticipate them
as much as possible. This paradigm made modern solutions, such as recommendation …

Mobile devices cannot rely on a single managed network, but must exploit a wide variety of
connectivity options as they travel. We argue that such systems must consider the derivative …

Much research effort has been conducted to introduce intelligence into communication
networks in order to enhance network performance. Communication networks, both wired …

Opportunistic networks are multi-hop ad hoc networks in which nodes opportunistically
exploit any pair-wise contact to share and forward content, without requiring any pre-existing …

Today's mobile phones are far from the mere communication devices they were 10 years
ago. Equipped with sophisticated sensors and advanced computing hardware, phones can …

Abstract Machine Learning (ML) has been enjoying an unprecedented surge in applications
that solve problems and enable automation in diverse domains. Primarily, this is due to the …

In this paper, we generally formulate the dynamics prediction problem of various network
systems (eg, the prediction of mobility, traffic and topology) as the temporal link prediction …

In the fifth-generation (5G) mobile networks, proactive network optimisation plays an
important role in meeting the exponential traffic growth, more stringent service requirements …

Mobile ad hoc networks enable communications between clouds of mobile devices without
the need for a preexisting infrastructure. One of their most interesting evolutions are …

Over the last decade, a significant amount of effort has been invested on architecting agile
and adaptive management solutions in support of autonomic, self-managing networks …