Data-Centric Client Selection for Federated Learning Over Distributed Edge Networks
Author:
Affiliation:
1. Indian Institute of Technology, Kharagpur, West Bengal, India
2. Department of Agriculture and Food Engineering, Indian Institute of Technology, Kharagpur, West Bengal, India
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Computational Theory and Mathematics,Hardware and Architecture,Signal Processing
Link
http://xplorestaging.ieee.org/ielx7/71/9996310/09930629.pdf?arnumber=9930629
Reference41 articles.
1. HybridAlpha
2. Federated Learning Empowered Computation Offloading and Resource Management in 6G-V2X
3. Architectural patterns for the design of federated learning systems;lo,2021
4. Federated Learning-Based Computation Offloading Optimization in Edge Computing-Supported Internet of Things
5. FogFL: Fog-Assisted Federated Learning for Resource-Constrained IoT Devices
Cited by 18 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. Communication efficient federated learning with data offloading in fog-based IoT environment;Future Generation Computer Systems;2024-09
2. Accelerating Distributed Model Training through Intelligent Node Selection and Data Allocation Strategies in 6G network;2024 IEEE International Conference on Communications Workshops (ICC Workshops);2024-06-09
3. Heterogeneous Privacy Level-Based Client Selection for Hybrid Federated and Centralized Learning in Mobile Edge Computing;IEEE Access;2024
4. Pretraining Client Selection Algorithm Based on a Data Distribution Evaluation Model in Federated Learning;IEEE Access;2024
5. US-Byte: An Efficient Communication Framework for Scheduling Unequal-Sized Tensor Blocks in Distributed Deep Learning;IEEE Transactions on Parallel and Distributed Systems;2024-01
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