Enhancing IoT Scalability and Interoperability Through Ontology Alignment and FedProx

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
Main Authors: Chaimae Kanzouai, Soukaina Bouarourou, Abderrahim Zannou, Abdelhak Boulaalam, El Habib Nfaoui
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Future Internet
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
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