Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies
Author:
Affiliation:
1. Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Kowloon, Hong Kong
Funder
RGC RIF
RGC GRF
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Information Systems and Management,Information Systems
Link
http://xplorestaging.ieee.org/ielx7/6687317/10068313/09780218.pdf?arnumber=9780218
Reference176 articles.
1. Hierarchical Federated Learning ACROSS Heterogeneous Cellular Networks
2. Client-Edge-Cloud Hierarchical Federated Learning
3. Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning
4. Accelerating Federated Learning over Reliability-Agnostic Clients in Mobile Edge Computing Systems
5. SCAFFOLD: Stochastic controlled averaging for federated learning;karimireddy;Proc 37th Int Conf Mach Learn,2020
Cited by 11 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. Joint Participant and Learning Topology Selection for Federated Learning in Edge Clouds;IEEE Transactions on Parallel and Distributed Systems;2024-08
2. Mobility-Aware Device Sampling for Statistical Heterogeneity in Hierarchical Federated Learning;2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS);2024-07-23
3. Efficiency Optimization Techniques in Privacy-Preserving Federated Learning With Homomorphic Encryption: A Brief Survey;IEEE Internet of Things Journal;2024-07-15
4. A Multifaceted Survey on Federated Learning: Fundamentals, Paradigm Shifts, Practical Issues, Recent Developments, Partnerships, Trade-Offs, Trustworthiness, and Ways Forward;IEEE Access;2024
5. Flow based containerized honeypot approach for network traffic analysis: An empirical study;Computer Science Review;2023-11
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