Federated Edge Learning : Design Issues and Challenges

31 August 2020

Papers citing "Federated Edge Learning : Design Issues and Challenges"

13 / 13 papers shown

Title
Beyond Model Scale Limits: End-Edge-Cloud Federated Learning with Self-Rectified Knowledge Agglomeration Zhiyuan Wu Sheng Sun Yuwei Wang Min Liu Ke Xu Quyang Pan Bo Gao Tian Wen FedML 30 0 0 03 Jan 2025
Blind Federated Learning via Over-the-Air q-QAM Saeed Razavikia José Hélio da Cruz Júnior Carlo Fischione 42 4 0 07 Nov 2023
Federated Learning for Water Consumption Forecasting in Smart Cities Mohammed El Hanjri Hibatallah Kabbaj A. Kobbane Amine Abouaomar 22 11 0 30 Jan 2023
Knowledge Distillation in Federated Edge Learning: A Survey Zhiyuan Wu Sheng Sun Yuwei Wang Min Liu Xue Jiang Runhan Li Bo Gao FedML 29 4 0 14 Jan 2023
FedICT: Federated Multi-task Distillation for Multi-access Edge Computing Zhiyuan Wu Sheng Sun Yuwei Wang Min Liu Quyang Pan Xue Jiang Bo Gao 37 31 0 01 Jan 2023
Blind Asynchronous Over-the-Air Federated Edge Learning Saeed Razavikia Jaume Anguera Peris J. M. B. D. Silva Carlo Fischione FedML 24 11 0 31 Oct 2022
Optimising Communication Overhead in Federated Learning Using NSGA-II José Á. Morell Z. Dahi Francisco Chicano Gabriel Luque Enrique Alba FedML 30 11 0 01 Apr 2022
Towards a Secure and Reliable Federated Learning using Blockchain Hajar Moudoud Soumaya Cherkaoui L. Khoukhi 21 32 0 27 Jan 2022
Data-Quality Based Scheduling for Federated Edge Learning Afaf Taik Hajar Moudoud Soumaya Cherkaoui 28 18 0 27 Jan 2022
Management of Resource at the Network Edge for Federated Learning Silvana Trindade L. Bittencourt N. Fonseca 22 6 0 07 Jul 2021
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges Mingzhe Chen Deniz Gündüz Kaibin Huang Walid Saad M. Bennis Aneta Vulgarakis Feljan H. Vincent Poor 38 401 0 05 Apr 2021
Data-Aware Device Scheduling for Federated Edge Learning Afaf Taik Zoubeir Mlika Soumaya Cherkaoui 17 38 0 18 Feb 2021
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 144 1,687 0 14 Apr 2018