49 citations · 62 across the 18 of their papers we have counts for
4 papers · 1 filter
Operating Regimes of Decentralized Learning Under Mobility and Bandwidth Constraints
Samuele Sabella, Chiara Boldrini, Lorenzo Valerio +2
Decentralized learning is a promising paradigm for collaborative training in mobile and pervasive systems, as it avoids a central coordinator and does not require sharing raw data.…
SLICES, a scientific instrument for the networking community
Serge Fdida, Nikos Makris, Thanasis Korakis +8
A science is defined by a set of encyclopedic knowledge related to facts or phenomena following rules or evidenced by experimentally-driven observations. Computer Science and in pa…
Energy-Efficient Deployment of Stateful FaaS Vertical Applications on Edge Data Networks
Claudio Cicconetti, Raffaele Bruno, Andrea Passarella
5G and beyond support the deployment of vertical applications, which is particularly appealing in combination with network slicing and edge computing to create a logically isolated…
In-Network Computing With Function as a Service at the Edge
Claudio Cicconetti, Marco Conti, Andrea Passarella
Offloading computation from user devices to nodes with processing capabilities at the edge of the network is a major trend in today's network/service architectures. At the same tim…