We advocate for a novel communication paradigm of docition which facilitates distributed
and autonomous networking at minimal control overhead and maximal performance. We …

We address the coexistence problem between macrocell and femtocell systems by
controlling the aggregated interference generated by multiple femtocell base stations at the …

The next-generation of wireless networks will enable many machine learning (ML) tools and
applications to efficiently analyze various types of data collected by edge devices for …

In this paper we introduce the novel paradigm of docition for cognitive radio (CR) networks.
We consider that the CRs are intelligent radios implementing a learning process through …

In this paper we use the emerging paradigm of docition for self-organized femtocell networks
which are central to the ICT-BeFEMTO project. We consider that the femtocells are intelligent …

In distributed optimization and machine learning, multiple nodes coordinate to solve large
problems. To do this, the nodes need to compress important algorithm information to bits so …

Although valued for its ability to allow teams to collaborate and foster coalitional behaviors
among the participants, game theory's application to networking systems is not without …

The framework of cognitive wireless networks is expected to endow the wireless devices
with the cognition-intelligence ability with which they can efficiently learn and respond to the …

The cloud-based solutions are becoming inefficient due to considerably large time delays,
high power consumption, and security and privacy concerns caused by billions of connected …

Distributed learning is envisioned as the bedrock of next-generation intelligent networks,
where intelligent agents, such as mobile devices, robots, and sensors, exchange information …