Joint Client Scheduling and Resource Allocation under Channel Uncertainty in Federated Learning

12 June 2021

Papers citing "Joint Client Scheduling and Resource Allocation under Channel Uncertainty in Federated Learning"

13 / 13 papers shown

Title
Towards Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach Xiaojing Chen Zhenyuan Li Wei Ni Xin Wang Shunqing Zhang Yanzan Sun Shugong Xu Qingqi Pei 30 2 0 21 Jun 2024
A Survey on Federated Analytics: Taxonomy, Enabling Techniques, Applications and Open Issues Zibo Wang Haichao Ji Yifei Zhu Dan Wang Zhu Han 43 1 0 19 Apr 2024
Differentially Private Wireless Federated Learning Using Orthogonal Sequences Xizixiang Wei Tianhao Wang Ruiquan Huang Cong Shen Jing Yang H. Vincent Poor 31 1 0 14 Jun 2023
Scheduling and Aggregation Design for Asynchronous Federated Learning over Wireless Networks Chung-Hsuan Hu Zheng Chen Erik G. Larsson 19 62 0 14 Dec 2022
Low-latency Federated Learning with DNN Partition in Distributed Industrial IoT Networks Xiumei Deng Jun Li Chuan Ma Kang Wei Long Shi Ming Ding Wen Chen FedML 12 35 0 26 Oct 2022
Random Orthogonalization for Federated Learning in Massive MIMO Systems Xizixiang Wei Cong Shen Jing Yang H. Vincent Poor 37 14 0 18 Oct 2022
Clustered Scheduling and Communication Pipelining For Efficient Resource Management Of Wireless Federated Learning Cihat Keçeci M. Shaqfeh F. Al-Qahtani Muhammad Ismail E. Serpedin FedML 18 4 0 15 Jun 2022
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing Wei Xu Zhaohui Yang Derrick Wing Kwan Ng Marco Levorato Yonina C. Eldar Mérouane Debbah 19 397 0 01 Jun 2022
Time-triggered Federated Learning over Wireless Networks Xiaokang Zhou Yansha Deng Huiyun Xia Shaochuan Wu M. Bennis FedML 9 20 0 26 Apr 2022
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 26 414 0 24 Nov 2021
Multi-task Federated Edge Learning (MtFEEL) in Wireless Networks Sawan Singh Mahara M. Shruti B. Bharath Akash Murthy FedML 25 0 0 05 Aug 2021
Energy Efficient Federated Learning in Integrated Fog-Cloud Computing Enabled Internet-of-Things Networks Mohammed S. Al-Abiad Md. Zoheb Hassan Md. Jahangir Hossain 23 7 0 07 Jul 2021
Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge M. Amiri Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor 63 169 0 28 Jan 2020