Communication-efficient federated learning method via redundant data elimination

Communication-efficient federated learning method via redundant data elimination

To address the influence of limited network bandwidth of edge devices on the communication efficiency of federated learning, and efficiently transmit local model update to complete model aggregation, a communication-efficient federated learning method via redundant data elimination was proposed.The...

Full description

Saved in:
Bibliographic Details
Main Authors: Kaiju LI, Qiang XU, Hao WANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2023-05-01
Series:Tongxin xuebao
Subjects:
federated learning
communication efficiency
coreset
model evolution
accuracy
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023072/
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items