Toward Multiple Federated Learning Services Resource Sharing in Mobile
Edge Networks

Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks

25 November 2020

Minh N. H. Nguyen

Papers citing "Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks"

12 / 12 papers shown

Title
Fair Concurrent Training of Multiple Models in Federated Learning Marie Siew Haoran Zhang Jong-Ik Park Yuezhou Liu Yichen Ruan Lili Su Stratis Ioannidis Edmund Yeh Carlee Joe-Wong FedML 23 3 0 22 Apr 2024
Federated Learning with Diffusion Models for Privacy-Sensitive Vision Tasks Ye Lin Tun Chu Myaet Thwal J. Yoon Sun Moo Kang Chaoning Zhang Choong Seon Hong FedML MedIm 30 8 0 28 Nov 2023
Contrastive encoder pre-training-based clustered federated learning for heterogeneous data Ye Lin Tun Minh N. H. Nguyen Chu Myaet Thwal J. Choi Choong Seon Hong FedML 17 13 0 28 Nov 2023
Asynchronous Multi-Model Dynamic Federated Learning over Wireless Networks: Theory, Modeling, and Optimization Zhangyu Chang Seyyedali Hosseinalipour M. Chiang Christopher G. Brinton 21 3 0 22 May 2023
Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data Tailin Zhou Zehong Lin Jinchao Zhang Danny H. K. Tsang MoMe FedML 13 12 0 13 May 2023
Elastic Federated Learning over Open Radio Access Network (O-RAN) for Concurrent Execution of Multiple Distributed Learning Tasks Xianzhi Li Huiwen Liu Filippo Malandra Wei-Long Su Seyyedali Hosseinalipour AI4CE 14 0 0 14 Apr 2023
HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association Qiong Wu Xu Chen Ouyang Tao Zhi Zhou Xiaoxi Zhang Shusen Yang Junshan Zhang 13 43 0 16 Jan 2023
Learning-Based Client Selection for Federated Learning Services Over Wireless Networks with Constrained Monetary Budgets Zhipeng Cheng Xuwei Fan Minghui Liwang Ning Chen Xianbin Wang FedML 6 4 0 08 Aug 2022
Federated Learning for Smart Healthcare: A Survey Dinh C. Nguyen Viet Quoc Pham P. Pathirana Ming Ding Aruna Seneviratne Zihuai Lin O. Dobre W. Hwang FedML 11 502 0 16 Nov 2021
Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks Jie Xu Heqiang Wang Lixing Chen FedML 50 41 0 10 Jan 2021
Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems Minh N. H. Nguyen Shashi Raj Pandey Tri Nguyen Dang Eui-nam Huh N. H. Tran Walid Saad C. Hong FedML 8 29 0 07 Jul 2020
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 141 1,663 0 14 Apr 2018