Towards Reliable Participation in UAV-Enabled Federated Edge Learning on Non-IID Data

Towards Reliable Participation in UAV-Enabled Federated Edge Learning on Non-IID Data

Federated Learning (FL) is a decentralized machine learning (ML) technique that allows a number of participants to train an ML model collaboratively without having to share their private local datasets with others. When participants are unmanned aerial vehicles (UAVs), UAV-enabled FL would experienc...

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Bibliographic Details
Main Authors: Youssra Cheriguene, Wael Jaafar, Halim Yanikomeroglu, Chaker Abdelaziz Kerrache
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of Vehicular Technology
Subjects:
Dropouts
edge computing
federated learning
model poisoning
stragglers
UAV
Online Access:https://ieeexplore.ieee.org/document/10360280/

Internet

https://ieeexplore.ieee.org/document/10360280/

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