10 citations · 10 across the 5 of their papers we have counts for
6 papers
Split Federated Learning Architectures for High-Accuracy and Low-Delay Model Training
Yiannis Papageorgiou, Yannis Thomas, Ramin Khalili +1
Can we find a network architecture for ML model training so as to optimize training loss (and thus, accuracy) in Split Federated Learning (SFL)? And can this architecture also redu…
Collaborative Split Federated Learning with Parallel Training and Aggregation
Yiannis Papageorgiou, Yannis Thomas, Alexios Filippakopoulos +2
Federated learning (FL) operates based on model exchanges between the server and the clients, and it suffers from significant client-side computation and communication burden. Spli…
IP Over ICN Goes Live
George Xylomenos, Yannis Thomas, Xenofon Vasilakos +12
Information-centric networking (ICN) has long been advocating for radical changes to the IP-based Internet. However, the upgrade challenges that this entails have hindered ICN adop…
IPTV Over ICN
George Xylomenos, Alexander Phinikarides, Ioannis Doumanis +5
The efficient provision of IPTV services requires support for IP multicasting and IGMP snooping, limiting such services to single operator networks. Information-Centric Networking…
Multi-Flow Congestion Control with Network Assistance
Yannis Thomas, George Xylomenos, Christos Tsilopoulos +1
A well-known technique for enhancing the performance and stability of content distribution is the use of multiple dissemination flows. Multipath TCP (MPTCP), the most popular multi…
Object-oriented Packet Caching for ICN
Yannis Thomas, George Xylomenos, Christos Tsilopoulos +1
One of the most discussed features offered by Information-centric Networking (ICN) architectures is the ability to support packet-level caching at every node in the network. By ind…