A Novel Joint Dataset and Incentive Management Mechanism for Federated Learning Over MEC

A Novel Joint Dataset and Incentive Management Mechanism for Federated Learning Over MEC

In this study, to reduce the energy consumption for the federated learning (FL) participation of mobile devices (MDs), we design a novel joint dataset and incentive management mechanism for FL over mobile edge computing (MEC) systems. We formulate a Stackelberg game to model and analyze the behavior...

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Bibliographic Details
Main Authors: Joohyung Lee, Daejin Kim, Dusit Niyato
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Federated learning
incentive mechanism
machine learning
Stackelberg game
Online Access:https://ieeexplore.ieee.org/document/9725810/

Internet

https://ieeexplore.ieee.org/document/9725810/

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