Efficient and Reliable Overlay Networks for Decentralized Federated Learning

Author:

Hua Yifan,Miller KevinORCID,Bertozzi Andrea L.,Qian Chen,Wang BaoORCID

Funder

DOD National Defense Science and Engineering NDSEG Research Fellowship

National Science Foundation

U.S. Department of Energy

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics

Cited by 5 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. Connectivity-Aware Semi-Decentralized Federated Learning over Time-Varying D2D Networks;Proceedings of the Twenty-fourth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing;2023-10-16

2. Secure Decentralized Learning with Blockchain;2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS);2023-09-25

3. Natural Language Processing using Federated Learning: A Structured Literature Review;2023 IEEE International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings);2023-09-16

4. Adaptive Configuration for Heterogeneous Participants in Decentralized Federated Learning;IEEE INFOCOM 2023 - IEEE Conference on Computer Communications;2023-05-17

5. Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges;IEEE Communications Surveys & Tutorials;2023

同舟云学术

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