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HybridFLow: SDN-Orchestrated Client Partitioning for Hybrid Federated Learning

Hamdan, Osama Abu et al.
arXiv (All) · Papers
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machine-learningnetworking-and-internet-architecture
Cross-silo Federated Learning (FL) enables geographically distributed institutions to collaboratively train machine learning models without sharing raw data. In wide-area deployments, however, communication delays often dominate round completion time and exacerbate the straggler effect. Hybrid FL ad
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