522 citations · 1.2k across the 34 of their papers we have counts for
3 papers · 1 filter
Energy-Aware Federated Learning in Satellite Constellations
Nasrin Razmi, Bho Matthiesen, Armin Dekorsy +1
Federated learning in satellite constellations, where the satellites collaboratively train a machine learning model, is a promising technology towards enabling globally connected i…
Sparse Incremental Aggregation in Multi-Hop Federated Learning
Sourav Mukherjee, Nasrin Razmi, Armin Dekorsy +2
This paper investigates federated learning (FL) in a multi-hop communication setup, such as in constellations with inter-satellite links. In this setup, part of the FL clients are…
Scheduling for On-Board Federated Learning with Satellite Clusters
Nasrin Razmi, Bho Matthiesen, Armin Dekorsy +1
Mega-constellations of small satellites have evolved into a source of massive amount of valuable data. To manage this data efficiently, on-board federated learning (FL) enables sat…