FedCO: Communication-Efficient Federated Learning via Clustering Optimization

FedCO: Communication-Efficient Federated Learning via Clustering Optimization

Federated Learning (FL) provides a promising solution for preserving privacy in learning shared models on distributed devices without sharing local data on a central server. However, most existing work shows that FL incurs high communication costs. To address this challenge, we propose a clustering-...

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Bibliographic Details
Main Authors: Ahmed A. Al-Saedi, Veselka Boeva, Emiliano Casalicchio
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Future Internet
Subjects:
federated learning
Internet of Things
clustering
communication efficiency
convolutional neural network
Online Access:https://www.mdpi.com/1999-5903/14/12/377

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https://www.mdpi.com/1999-5903/14/12/377

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