Author

Osama Abu Hamdan

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#machine learning Preprint Sep 2026

HybridFLow: SDN-Orchestrated Client Partitioning for Hybrid Federated Learning

HybridFLow is presented, a closed-loop SDN-driven orchestration framework that integrates network-layer intelligence directly into hybrid FL and generates calibrated per-client communication-time estimates before each training round and uses them to partition clients into synchronous and asynchronous groups while balan...

Osama Abu Hamdan, Rabina Pandey, Hao Che et al. · 0 citations