8 citations · 35 across the 13 of their papers we have counts for
4 papers · 1 filter
Resource Dimensioning for Single-Cell Edge Video Analytics
Jaume Anguera Peris, Viktoria Fodor
Edge intelligence is an emerging technology where the base stations located at the edge of the network are equipped with computing units that provide machine learning services to t…
Modelling multi-cell edge video analytics
Jaume Anguera Peris, Viktoria Fodor
Edge intelligence is a scalable solution for analyzing distributed data, but it cannot provide reliable services in large-scale cellular networks unless the inherent aspects of fad…
Over-the-Air Federated Learning with Retransmissions (Extended Version)
Henrik Hellström, Viktoria Fodor, Carlo Fischione
Motivated by increasing computational capabilities of wireless devices, as well as unprecedented levels of user- and device-generated data, new distributed machine learning (ML) me…
Wireless for Machine Learning
Henrik Hellström, José Mairton B. da Silva, Mohammad Mohammadi Amiri +4
As data generation increasingly takes place on devices without a wired connection, machine learning (ML) related traffic will be ubiquitous in wireless networks. Many studies have…