Federated Learning Over Multihop Wireless Networks With In-Network Aggregation
Author:
Affiliation:
1. Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL, USA
2. School of Computer Science and Engineering, Central South University, Changsha, China
Funder
U.S. National Science Foundation
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Applied Mathematics,Electrical and Electronic Engineering,Computer Science Applications
Link
https://ieeexplore.ieee.org/ielam/7693/9792472/9763436-aam.pdf
Reference35 articles.
1. Clique is hard to approximate within n/sup 1-ε/
2. Engineering Wireless Mesh Networks: Joint Scheduling, Routing, Power Control, and Rate Adaptation
3. On the convergence of FedAvg on non-IID data;li;Proc Int Conf Learn Represent,2019
4. Local SGD converges fast and communicates little;stich;Proc Int Conf Learn Represent (ICLR),2019
5. Spectrum Harvesting and Sharing in Multi-Hop CRNs Under Uncertain Spectrum Supply
Cited by 24 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Efficient Parallel Split Learning Over Resource-Constrained Wireless Edge Networks;IEEE Transactions on Mobile Computing;2024-10
2. ESFL: Efficient Split Federated Learning Over Resource-Constrained Heterogeneous Wireless Devices;IEEE Internet of Things Journal;2024-08-15
3. Split Learning in 6G Edge Networks;IEEE Wireless Communications;2024-08
4. Flagger: Cooperative Acceleration for Large-Scale Cross-Silo Federated Learning Aggregation;2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA);2024-06-29
5. Breakwater: Securing Federated Learning from Malicious Model Poisoning via Self-Debiasing;ICC 2024 - IEEE International Conference on Communications;2024-06-09
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3