33 citations · 118 across the 17 of their papers we have counts for
4 papers · 1 filter
Cellular traffic offloading via Opportunistic Networking with Reinforcement Learning
Lorenzo Valerio, Raffaele Bruno, Andrea Passarella
The widespread diffusion of mobile phones is triggering an exponential growth of mobile data traffic that is likely to cause, in the near future, considerable traffic overload issu…
A communication efficient distributed learning framework for smart environments
Lorenzo Valerio, Andrea Passarella, Marco Conti
Due to the pervasive diffusion of personal mobile and IoT devices, many ``smart environments'' (e.g., smart cities and smart factories) will be, among others, generators of huge am…
Energy efficient distributed analytics at the edge of the network for IoT environments
Lorenzo Valerio, Marco Conti, Andrea Passarella
Due to the pervasive diffusion of personal mobile and IoT devices, many "smart environments" (e.g., smart cities and smart factories) will be, generators of huge amounts of data. C…
Federated Feature Selection for Cyber-Physical Systems of Systems
Pietro Cassarà, Alberto Gotta, Lorenzo Valerio
Autonomous vehicles (AVs) generate a massive amount of multi-modal data that once collected and processed through Machine Learning algorithms, enable AI-based services at the Edge.…