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: Lee, Joohyung, Kim, Daejin, Niyato, Dusit
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2023
Subjects:
Engineering::Computer science and engineering
Federated Learning
Incentive Mechanism
Online Access:https://hdl.handle.net/10356/165006
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Institution: Nanyang Technological University
Language: English

Internet

https://hdl.handle.net/10356/165006

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