Vertical federated learning over cloud-RAN: Convergence analysis and system optimization
Vertical federated learning (FL) is a collaborative machine learning framework that enables
devices to learn a global model from the feature-partition datasets without sharing local raw …
devices to learn a global model from the feature-partition datasets without sharing local raw …
Multicarrier Spread Spectrum for Mega-Constellation Satellite Networks: Challenges, Opportunities, and Future Trends
W Yan, J An, J Song, Y Li… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
With the emerging concept of satellite mega-constellations (SatCons), connections are
about to become faster and broader, building an engine to boost innovation and productivity …
about to become faster and broader, building an engine to boost innovation and productivity …
Differentially Private Over-the-Air Federated Learning Over MIMO Fading Channels
Federated learning (FL) enables edge devices to collaboratively train machine learning
models, with model communication replacing direct data uploading. While over-the-air …
models, with model communication replacing direct data uploading. While over-the-air …