Semi-Supervised Federated Learning over Heterogeneous Wireless IoT Edge Networks: Framework and Algorithms

Albaseer, Abdullatif; Abdallah, Mohamed; Al-Fuqaha, Ala; Erbad, aiman; Dobre, Octavia A.

doi:10.36227/techrxiv.19317632.v3

Semi_Supervised_Federated_Learning_over_Heterogeneous_Wireless_IoT_Edge_Networks___A_Framework_and_Algorithms_Revised_To_submit.pdf (2.42 MB)

Download file

Semi-Supervised Federated Learning over Heterogeneous Wireless IoT Edge Networks: Framework and Algorithms

preprint

posted on 2022-04-18, 03:09 authored by Abdullatif AlbaseerAbdullatif Albaseer, Mohamed Abdallah, Ala Al-Fuqaha, aiman Erbad, Octavia A. Dobre

This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible.

History

Email Address of Submitting Author

abdullatif2009@gmail.com

ORCID of Submitting Author

0000-0002-6886-6500

Submitting Author's Institution

Hamad Bin Khalifa University

Submitting Author's Country

Qatar

Usage metrics

Keywords

Federated Learning Semi-Supervised Learning Unlabeled Data Non-i.i.d Data Unbalanced Data Resource Allocation Wireless Edge Networks

Licence

CC BY-SA 4.0

Semi-Supervised Federated Learning over Heterogeneous Wireless IoT Edge Networks: Framework and Algorithms

History

Email Address of Submitting Author

ORCID of Submitting Author

Submitting Author's Institution

Submitting Author's Country

Usage metrics

Categories

Keywords

Licence

Exports