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Reducing communication overhead in the IoT–edge–cloud continuum: A survey on protocols and data reduction strategies
Internet of Things, 31 (2025), 101553; 2542-6605. https://doi.org/10.48550/arXiv.2404.19492
(AIoTwin) Kreković, Dora; Krivić, Petar; Podnar Žarko, Ivana; Kušek, Mario; Le-Phuoc, Danh

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Kreković, D., Krivić, P., Podnar Žarko, I., Kušek, M. i Le Phuoc, D. (2025). Reducing communication overhead in the IoT–edge–cloud continuum: A survey on protocols and data reduction strategies. Internet of Things, 31. (101553), 2542-6605. doi: 10.48550/arXiv.2404.19492

Kreković, Dora, et al. "Reducing communication overhead in the IoT–edge–cloud continuum: A survey on protocols and data reduction strategies." Internet of Things, vol. 31, br. 101553, 2025, str. 2542-6605. https://doi.org/10.48550/arXiv.2404.19492

Kreković, Dora, Petar Krivić, Ivana Podnar Žarko, Mario Kušek i Danh Le Phuoc. "Reducing communication overhead in the IoT–edge–cloud continuum: A survey on protocols and data reduction strategies." Internet of Things 31, br. 101553 (2025): 2542-6605. https://doi.org/10.48550/arXiv.2404.19492

Kreković, D., et al. (2025) 'Reducing communication overhead in the IoT–edge–cloud continuum: A survey on protocols and data reduction strategies', Internet of Things, 31(101553), str. 2542-6605. doi: 10.48550/arXiv.2404.19492

Kreković D, Krivić P, Podnar Žarko I, Kušek M, Le Phuoc D. Reducing communication overhead in the IoT–edge–cloud continuum: A survey on protocols and data reduction strategies. Internet of Things [Internet]. 14.03.2025. [pristupljeno 06.04.2025.];31(101553):2542-6605. doi: 10.48550/arXiv.2404.19492

D. Kreković, P. Krivić, I. Podnar Žarko, M. Kušek i D. Le Phuoc, "Reducing communication overhead in the IoT–edge–cloud continuum: A survey on protocols and data reduction strategies", Internet of Things, vol. 31, br. 101553, str. 2542-6605, Ožujak 2025. [Online]. Dostupno na: https://urn.nsk.hr/urn:nbn:hr:168:753160. [Citirano: 06.04.2025.]

Za citiranje koristite ovu mrežnu adresu: https://urn.nsk.hr/urn:nbn:hr:168:753160
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Naslov (engleski)Reducing communication overhead in the IoT–edge–cloud continuum: A survey on protocols and data reduction strategies
AutorDora Kreković
AutorPetar Krivić
AutorIvana Podnar Žarko
AutorMario Kušek
AutorDanh Le-Phuoc
KolaboracijaAIoTwin
Autorova ustanovaSveučilište u Zagrebu
Fakultet elektrotehnike i računarstva
(Zavod za telekomunikacije)
Znanstveno / umjetničko
područje, polje i grana		TEHNIČKE ZNANOSTI
Računarstvo
Informacijski sustavi
Sažetak (engleski)
The adoption of the Internet of Things (IoT) deployments has led to a sharp increase in network traffic as a vast number of IoT devices communicate with each other and with IoT services in the IoT–edge–cloud continuum. This increase in network traffic poses a major challenge to the global communications infrastructure since it hinders communication performance and also puts significant strain on the energy consumption of IoT devices. To address these issues, efficient and collaborative IoT... Više solutions which enable information exchange while reducing the size of transmitted data and associated network traffic are crucial. This survey provides a comprehensive overview of the communication technologies and protocols as well as data reduction strategies that contribute to this goal. First, we present a comparative analysis of prevalent communication technologies in the IoT domain, highlighting their unique characteristics and exploring the potential for protocol composition and joint usage to enhance overall communication efficiency within the IoT–edge–cloud continuum. Next, we explore various data traffic reduction techniques tailored to the IoT–edge–cloud context and evaluate their applicability and effectiveness on resource-constrained end devices. Finally, we investigate the emerging concepts that have the potential to further reduce communication overhead in the IoT–edge–cloud continuum, including cross-layer optimization strategies and Edge AI techniques for IoT data reduction. The paper offers a comprehensive roadmap for developing efficient and scalable solutions across the layers of the IoT–edge–cloud continuum that are beneficial for real-time processing to alleviate network congestion in complex IoT environments. Sakrij dio sažetka
Ključne riječi (engleski)
Jezikengleski
Vrsta publikacijeZnanstveni rad - Pregledni rad
Status objaveObjavljen
Vrsta recenzijeRecenziran - međunarodna recenzija
Verzija publikacijeZavršna verzija rukopisa prihvaćena za objavljivanje (postprint)
Naslov časopisaInternet of Things
Brojčani podacivol. 31, br. 101553, str. 2542-6605, 101553
p-ISSN2543-1536
e-ISSN2542-6605
DOIhttps://doi.org/10.48550/arXiv.2404.19492
URN:NBNurn:nbn:hr:168:753160
Datum objave publikacije2025-03-14
ProjektŠifra: 101079214
Naziv (hrvatski): Twinning-akcija za širenje izvrsnosti u primjeni umjetne inteligencije za Internet stvari
Naziv (engleski): Twinning action for spreading excellence in Artificial Intelligence of Things
Kratica: AIoTwin
Voditelj: Ivana Podnar Žarko
Pravna nadležnost: eu
Financijer: Europska unija
Linija financiranja: Horizon Europe
URL dokumentahttps://arxiv.org/abs/2404.19492
Vrsta resursaTekst
Prava pristupaOgraničen pristup
Uvjeti korištenjaIkona licence Zaštićeno autorskim pravom.
Datum i vrijeme pohrane2025-03-25 10:13:47
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