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A WoT-Based Method for Creating Digital Sentinel Twins of IoT Devices

The data produced by sensors of IoT devices are becoming keystones for organizations to conduct critical decision-making processes. However, delivering information to these processes in real-time represents two challenges for the organizations: the first one is achieving a constant dataflow from IoT...

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Autores principales: Lopez-Arevalo, Ivan, Gonzalez-Compean, Jose Luis, Hinojosa-Tijerina, Mariana, Martinez-Rendon, Cristhian, Montella, Raffaele, Martinez-Rodriguez, Jose L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8400860/
https://www.ncbi.nlm.nih.gov/pubmed/34450973
http://dx.doi.org/10.3390/s21165531
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author Lopez-Arevalo, Ivan
Gonzalez-Compean, Jose Luis
Hinojosa-Tijerina, Mariana
Martinez-Rendon, Cristhian
Montella, Raffaele
Martinez-Rodriguez, Jose L.
author_facet Lopez-Arevalo, Ivan
Gonzalez-Compean, Jose Luis
Hinojosa-Tijerina, Mariana
Martinez-Rendon, Cristhian
Montella, Raffaele
Martinez-Rodriguez, Jose L.
author_sort Lopez-Arevalo, Ivan
collection PubMed
description The data produced by sensors of IoT devices are becoming keystones for organizations to conduct critical decision-making processes. However, delivering information to these processes in real-time represents two challenges for the organizations: the first one is achieving a constant dataflow from IoT to the cloud and the second one is enabling decision-making processes to retrieve data from dataflows in real-time. This paper presents a cloud-based Web of Things method for creating digital twins of IoT devices (named sentinels).The novelty of the proposed approach is that sentinels create an abstract window for decision-making processes to: (a) find data (e.g., properties, events, and data from sensors of IoT devices) or (b) invoke functions (e.g., actions and tasks) from physical devices (PD), as well as from virtual devices (VD). In this approach, the applications and services of decision-making processes deal with sentinels instead of managing complex details associated with the PDs, VDs, and cloud computing infrastructures. A prototype based on the proposed method was implemented to conduct a case study based on a blockchain system for verifying contract violation in sensors used in product transportation logistics. The evaluation showed the effectiveness of sentinels enabling organizations to attain data from IoT sensors and the dataflows used by decision-making processes to convert these data into useful information.
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spelling pubmed-84008602021-08-29 A WoT-Based Method for Creating Digital Sentinel Twins of IoT Devices Lopez-Arevalo, Ivan Gonzalez-Compean, Jose Luis Hinojosa-Tijerina, Mariana Martinez-Rendon, Cristhian Montella, Raffaele Martinez-Rodriguez, Jose L. Sensors (Basel) Article The data produced by sensors of IoT devices are becoming keystones for organizations to conduct critical decision-making processes. However, delivering information to these processes in real-time represents two challenges for the organizations: the first one is achieving a constant dataflow from IoT to the cloud and the second one is enabling decision-making processes to retrieve data from dataflows in real-time. This paper presents a cloud-based Web of Things method for creating digital twins of IoT devices (named sentinels).The novelty of the proposed approach is that sentinels create an abstract window for decision-making processes to: (a) find data (e.g., properties, events, and data from sensors of IoT devices) or (b) invoke functions (e.g., actions and tasks) from physical devices (PD), as well as from virtual devices (VD). In this approach, the applications and services of decision-making processes deal with sentinels instead of managing complex details associated with the PDs, VDs, and cloud computing infrastructures. A prototype based on the proposed method was implemented to conduct a case study based on a blockchain system for verifying contract violation in sensors used in product transportation logistics. The evaluation showed the effectiveness of sentinels enabling organizations to attain data from IoT sensors and the dataflows used by decision-making processes to convert these data into useful information. MDPI 2021-08-17 /pmc/articles/PMC8400860/ /pubmed/34450973 http://dx.doi.org/10.3390/s21165531 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lopez-Arevalo, Ivan
Gonzalez-Compean, Jose Luis
Hinojosa-Tijerina, Mariana
Martinez-Rendon, Cristhian
Montella, Raffaele
Martinez-Rodriguez, Jose L.
A WoT-Based Method for Creating Digital Sentinel Twins of IoT Devices
title A WoT-Based Method for Creating Digital Sentinel Twins of IoT Devices
title_full A WoT-Based Method for Creating Digital Sentinel Twins of IoT Devices
title_fullStr A WoT-Based Method for Creating Digital Sentinel Twins of IoT Devices
title_full_unstemmed A WoT-Based Method for Creating Digital Sentinel Twins of IoT Devices
title_short A WoT-Based Method for Creating Digital Sentinel Twins of IoT Devices
title_sort wot-based method for creating digital sentinel twins of iot devices
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8400860/
https://www.ncbi.nlm.nih.gov/pubmed/34450973
http://dx.doi.org/10.3390/s21165531
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