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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Autori principali:	Chaimae Kanzouai, Soukaina Bouarourou, Abderrahim Zannou, Abdelhak Boulaalam, El Habib Nfaoui
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	MDPI AG 2025-03-01
Serie:	Future Internet
Soggetti:	IoT-edge computing ontology-driven standardization Federated proximal learning (FedProx) data interoperability scalability in decentralized systems non-IID data processing
Accesso online:	https://www.mdpi.com/1999-5903/17/4/140
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