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ICENET: An Information Centric Protocol for Big Data Wireless Sensor Networks

Wireless Sensors Networks (WSNs) are an essential element of the Internet of Things (IoT), and are the main producers of big data. Collecting a huge amount of data produced by a resource-constrained network is a very difficult task, presenting several challenges. Big data gathering involves not only...

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Autores principales: Lachowski, Rosana, Pellenz, Marcelo E., Jamhour, Edgard, Penna, Manoel C., Brante, Glauber, Moritz, Guilherme, Souza, Richard D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6412368/
https://www.ncbi.nlm.nih.gov/pubmed/30813313
http://dx.doi.org/10.3390/s19040930
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author Lachowski, Rosana
Pellenz, Marcelo E.
Jamhour, Edgard
Penna, Manoel C.
Brante, Glauber
Moritz, Guilherme
Souza, Richard D.
author_facet Lachowski, Rosana
Pellenz, Marcelo E.
Jamhour, Edgard
Penna, Manoel C.
Brante, Glauber
Moritz, Guilherme
Souza, Richard D.
author_sort Lachowski, Rosana
collection PubMed
description Wireless Sensors Networks (WSNs) are an essential element of the Internet of Things (IoT), and are the main producers of big data. Collecting a huge amount of data produced by a resource-constrained network is a very difficult task, presenting several challenges. Big data gathering involves not only periodic data sensing, but also the forwarding of queries and commands to the network. Conventional network protocols present unfeasible strategies for large-scale networks and may not be directly applicable to IoT environments. Information-Centric Networking is a revolutionary paradigm that can overcome such big data gathering challenges. In this work, we propose a soft-state information-centric protocol, ICENET (Information Centric protocol for sEnsor NETworks), for big data gathering in large-scale WSNs. ICENET can efficiently propagate user queries in a wireless network by using a soft-state recovery mechanism for lossy links. The scalability of our solution is evaluated in different network scenarios. Results show that the proposed protocol presents approximately 84% less overhead and a higher data delivery rate than the CoAP (Constrained Application Protocol), which is a popular protocol for IoT environments.
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spelling pubmed-64123682019-04-03 ICENET: An Information Centric Protocol for Big Data Wireless Sensor Networks Lachowski, Rosana Pellenz, Marcelo E. Jamhour, Edgard Penna, Manoel C. Brante, Glauber Moritz, Guilherme Souza, Richard D. Sensors (Basel) Article Wireless Sensors Networks (WSNs) are an essential element of the Internet of Things (IoT), and are the main producers of big data. Collecting a huge amount of data produced by a resource-constrained network is a very difficult task, presenting several challenges. Big data gathering involves not only periodic data sensing, but also the forwarding of queries and commands to the network. Conventional network protocols present unfeasible strategies for large-scale networks and may not be directly applicable to IoT environments. Information-Centric Networking is a revolutionary paradigm that can overcome such big data gathering challenges. In this work, we propose a soft-state information-centric protocol, ICENET (Information Centric protocol for sEnsor NETworks), for big data gathering in large-scale WSNs. ICENET can efficiently propagate user queries in a wireless network by using a soft-state recovery mechanism for lossy links. The scalability of our solution is evaluated in different network scenarios. Results show that the proposed protocol presents approximately 84% less overhead and a higher data delivery rate than the CoAP (Constrained Application Protocol), which is a popular protocol for IoT environments. MDPI 2019-02-22 /pmc/articles/PMC6412368/ /pubmed/30813313 http://dx.doi.org/10.3390/s19040930 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lachowski, Rosana
Pellenz, Marcelo E.
Jamhour, Edgard
Penna, Manoel C.
Brante, Glauber
Moritz, Guilherme
Souza, Richard D.
ICENET: An Information Centric Protocol for Big Data Wireless Sensor Networks
title ICENET: An Information Centric Protocol for Big Data Wireless Sensor Networks
title_full ICENET: An Information Centric Protocol for Big Data Wireless Sensor Networks
title_fullStr ICENET: An Information Centric Protocol for Big Data Wireless Sensor Networks
title_full_unstemmed ICENET: An Information Centric Protocol for Big Data Wireless Sensor Networks
title_short ICENET: An Information Centric Protocol for Big Data Wireless Sensor Networks
title_sort icenet: an information centric protocol for big data wireless sensor networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6412368/
https://www.ncbi.nlm.nih.gov/pubmed/30813313
http://dx.doi.org/10.3390/s19040930
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