QuoTa: An Online Quality-Aware Incentive Mechanism for Fast Federated Learning

In addition to federated optimization, more current studies focus on incentive mechanism design problems for federated learning (FL), stimulating data owners to share their resources securely. Most existing works only considered data quantity but neglected other key factors like data quality and tra...

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Bibliographic Details
Published in:Applied Sciences
Main Authors: Hui Cai, Chao Bian, Biyun Sheng, Jian Zhou, Juan Li, Xin He
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Subjects:
Online Access:https://www.mdpi.com/2076-3417/14/2/833