51 citations · 109 across the 45 of their papers we have counts for
4 papers · 2 filters
Blue Communications for Edge Computing: the Reconfigurable Intelligent Surfaces Opportunity
Fatima Ezzahra Airod, Mattia Merluzzi, Antonio Clemente +1
Wireless traffic is exploding, due to the myriad of new connections and the exchange of capillary data at the edge of the networks to operate real-time processing and decision maki…
Energy-Efficient Dynamic Edge Computing with Electromagnetic Field Exposure Constraints
Mattia Merluzzi, Serge Bories, Emilio Calvanese Strinati
We present a dynamic resource allocation strategy for energy-efficient and Electromagnetic Field (EMF) exposure aware computation offloading at the wireless network edge. The goal…
Energy-Efficient Classification at the Wireless Edge with Reliability Guarantees
Mattia Merluzzi, Claudio Battiloro, Paolo Di Lorenzo +1
Learning at the edge is a challenging task from several perspectives, since data must be collected by end devices (e.g. sensors), possibly pre-processed (e.g. data compression), an…
Effective Goal-oriented 6G Communications: the Energy-aware Edge Inferencing Case
Mattia Merluzzi, Miltiadis C. Filippou, Leonardo Gomes Baltar +1
Currently, the world experiences an unprecedentedly increasing generation of application data, from sensor measurements to video streams, thanks to the extreme connectivity capabil…