Search Results for author: Emily Ekaireb

Found 1 papers, 1 papers with code

Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks

1 code implementation17 Jan 2023 Xiaofan Yu, Ludmila Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing

To fully unleash the potential of Async-HFL in converging speed under system heterogeneities and stragglers, we design device selection at the gateway level and device-gateway association at the cloud level.

Federated Learning

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