Enhancing IoT Scalability and Interoperability Through Ontology Alignment and FedProx

The rapid expansion of IoT devices has introduced major challenges in ensuring data interoperability, enabling real-time processing, and achieving scalability, especially in decentralized edge computing environments. In this paper, an advanced framework of FedProx with ontology-driven data standardi...

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Bibliographic Details

Published in:	Future Internet
Main Authors:	Chaimae Kanzouai, Soukaina Bouarourou, Abderrahim Zannou, Abdelhak Boulaalam, El Habib Nfaoui
Format:	Article
Language:	English
Published:	MDPI AG 2025-03-01
Subjects:	IoT-edge computing ontology-driven standardization Federated proximal learning (FedProx) data interoperability scalability in decentralized systems non-IID data processing
Online Access:	https://www.mdpi.com/1999-5903/17/4/140