51 citations · 94 across the 16 of their papers we have counts for
7 papers · 1 filter
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…
Reconfigurable Intelligent Surface Aided Mobile Edge Computing over Intermittent mmWave Links
Fatima Ezzahra Airod, Mattia Merluzzi, Paolo Di Lorenzo +1
The advent of Reconfigurable Intelligent Surfaces (RISs) in wireless communication networks unlocks the way to support high frequency radio access (e.g. in millimeter wave) while o…
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…
Towards URLLC with Proactive HARQ Adaptation
Lam Ngoc Dinh, Ibtissam Labriji, Mickael Maman +1
In this work, we propose a dynamic decision maker algorithm to improve the proactive HARQ protocol for beyond 5G networks. Based on Lyapunov stochastic optimization, our adaptation…