Coded Computing for Low-Latency Federated Learning over Wireless Edge
Networks

Coded Computing for Low-Latency Federated Learning over Wireless Edge Networks

12 November 2020

Salman Avestimehr

Papers citing "Coded Computing for Low-Latency Federated Learning over Wireless Edge Networks"

11 / 11 papers shown

Title
Privacy-aware Berrut Approximated Coded Computing applied to general distributed learning Xavier Martínez-Luaña M. Fernández-Veiga R. Redondo Ana Fernández Vilas FedML 24 0 0 10 May 2025
Securely Aggregated Coded Matrix Inversion Neophytos Charalambides Mert Pilanci Alfred Hero FedML 11 3 0 09 Jan 2023
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 28 398 0 01 Jun 2022
Computational Code-Based Privacy in Coded Federated Learning M. Xhemrishi Alexandre Graell i Amat E. Rosnes A. Wachter-Zeh FedML 20 4 0 28 Feb 2022
Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying M. Yemini R. Saha Emre Ozfatura Deniz Gündüz Andrea J. Goldsmith FedML 40 8 0 24 Feb 2022
Dynamic Network-Assisted D2D-Aided Coded Distributed Learning Nikita Zeulin O. Galinina N. Himayat Sergey D. Andreev R. Heath 25 5 0 26 Nov 2021
Federated Learning over Wireless IoT Networks with Optimized Communication and Resources Student Member Ieee Hao Chen Shaocheng Huang Deyou Zhang Ming Xiao Fellow Ieee Mikael Skoglund L. F. I. H. Vincent Poor 18 93 0 22 Oct 2021
Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis Yi Liu Yuanshao Zhu James J. Q. Yu FedML 19 28 0 14 Oct 2021
A Field Guide to Federated Optimization Jianyu Wang Zachary B. Charles Zheng Xu Gauri Joshi H. B. McMahan ... Mi Zhang Tong Zhang Chunxiang Zheng Chen Zhu Wennan Zhu FedML 175 411 0 14 Jul 2021
Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection Tuo Zhang Chaoyang He Tian-Shya Ma Lei Gao Mark Ma Salman Avestimehr FedML 16 112 0 15 Jun 2021
Jointly Optimize Coding and Node Selection for Distributed Computing over Wireless Edge Networks Cong T. Nguyen Diep N. Nguyen D. Hoang Hoang-Anh Pham E. Dutkiewicz 11 2 0 10 Jun 2021