Open-Source Federated Learning Frameworks for IoT: A Comparative Review and Analysis

Open-Source Federated Learning Frameworks for IoT: A Comparative Review and Analysis

The rapid development of Internet of Things (IoT) systems has led to the problem of managing and analyzing the large volumes of data that they generate. Traditional approaches that involve collection of data from IoT devices into one centralized repository for further analysis are not always applica...

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Bibliographic Details
Main Authors: Ivan Kholod, Evgeny Yanaki, Dmitry Fomichev, Evgeniy Shalugin, Evgenia Novikova, Evgeny Filippov, Mats Nordlund
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Sensors
Subjects:
federated learning
Internet of Things
smart sensors
distributed learning
machine learning
deep learning
Online Access:https://www.mdpi.com/1424-8220/21/1/167

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https://www.mdpi.com/1424-8220/21/1/167

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