Multicenter Hierarchical Federated Learning With Fault-Tolerance Mechanisms for Resilient Edge Computing Networks

X Chen, G Xu, X Xu, H Jiang, Z Tian… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In the realm of federated learning (FL), the conventional dual-layered architecture,
comprising a central parameter server and peripheral devices, often encounters challenges …

Multicenter Hierarchical Federated Learning With Fault-Tolerance Mechanisms for Resilient Edge Computing Networks.

X Chen, G Xu, X Xu, H Jiang, Z Tian… - IEEE Transactions on …, 2024 - europepmc.org
In the realm of federated learning (FL), the conventional dual-layered architecture,
comprising a central parameter server and peripheral devices, often encounters challenges …

Multicenter Hierarchical Federated Learning With Fault-Tolerance Mechanisms for Resilient Edge Computing Networks

X Chen, G Xu, X Xu, H Jiang, Z Tian… - IEEE transactions on … - pubmed.ncbi.nlm.nih.gov
In the realm of federated learning (FL), the conventional dual-layered architecture,
comprising a central parameter server and peripheral devices, often encounters challenges …