Clients selection method based on knapsack model in federated learning

Clients selection method based on knapsack model in federated learning

In recent years, to break down data barriers, federated learning (FL) has received extensive attention.In FL, clientscan complete the model training without uploading the raw data, which protects the user’s data privacy.For the issue of clients’ heterogeneity, the contribution of each client to acce...

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Bibliographic Details
Main Authors: Jiahui GUO, Zhuoyue CHEN, Wei GAO, Xijun WANG, Xinghua SUN, Lin GAO
Format: Article
Language:zho
Published: China InfoCom Media Group 2022-12-01
Series:物联网学报
Subjects:
federated learning
client selection
knapsack model
Online Access:http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2022.00299/
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