An effective Federated Learning system for Industrial IoT data streaming

An effective Federated Learning system for Industrial IoT data streaming

Due to its outstanding privacy-related characteristics, Federated Learning (FL) has recently become a popular solution for the IIoT’s data privacy and scalability issues. However, more research is needed to determine how unique streaming data in IIoT Settings affects FL-enabled IIoT architectures, w...

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Bibliographic Details
Main Authors: Yi Wu, Hongxu Yang, Xidong Wang, Hongjun Yu, Abdulmotaleb El Saddik, M. Shamim Hossain
Format: Article
Language:English
Published: Elsevier 2024-10-01
Series:Alexandria Engineering Journal
Subjects:
IIoT
Federated Learning
Streaming data
Pairwise similarity
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016824007610

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http://www.sciencedirect.com/science/article/pii/S1110016824007610

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