A Truthful Reverse Auction Mechanism for Federated Learning Utility Maximization Resource Allocation in Edge–Cloud Collaboration

A Truthful Reverse Auction Mechanism for Federated Learning Utility Maximization Resource Allocation in Edge–Cloud Collaboration

Federated learning is a promising technique in cloud computing and edge computing environments, and designing a reasonable resource allocation scheme for federated learning is particularly important. In this paper, we propose an auction mechanism for federated learning resource allocation in the edg...

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Bibliographic Details
Main Authors: Linjie Liu, Jixian Zhang, Zhemin Wang, Jia Xu
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Mathematics
Subjects:
reverse auction mechanism
resource allocation
federated learning
utility maximization
Online Access:https://www.mdpi.com/2227-7390/11/24/4968

Internet

https://www.mdpi.com/2227-7390/11/24/4968

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