FedRings arranges LEO satellites into ring structures with predictive, sparsified model-update propagation, claiming improved communication efficiency and convergence in simulation.
FedFusion: Manifold Driven Federated Learning for Multi-Satellite and Multi-Modality Fusion.IEEE Trans- actions on Geoscience and Remote Sensing, 2023
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FedRings: A Scalable and Topology-Aware Federated Learning Framework for LEO Satellite Constellations
FedRings arranges LEO satellites into ring structures with predictive, sparsified model-update propagation, claiming improved communication efficiency and convergence in simulation.