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Simulator for Interactive and Effective Organization of Things in Edge Cluster Computing

Edge computing is intended to process events that occur at the endpoint of the Internet of Things (IoT) network quickly and intelligently. Edge regions must be organized effectively to facilitate cooperation so that the intention of edge computing can be realized. However, inevitably, many human and...

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Detalles Bibliográficos
Autores principales: Kim, Woojae, Jung, Inbum
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8068243/
https://www.ncbi.nlm.nih.gov/pubmed/33917883
http://dx.doi.org/10.3390/s21082616
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author Kim, Woojae
Jung, Inbum
author_facet Kim, Woojae
Jung, Inbum
author_sort Kim, Woojae
collection PubMed
description Edge computing is intended to process events that occur at the endpoint of the Internet of Things (IoT) network quickly and intelligently. Edge regions must be organized effectively to facilitate cooperation so that the intention of edge computing can be realized. However, inevitably, many human and material resources are required in the process of arranging things in the edge area to confirm the appropriateness of the thing operation. To address this problem, we proposed a simulator that created a virtual space for edge computing and provided an interactive role and effective organization for edge things. The proposed simulator was aimed at Raspberry Pi as the physical hardware target. To prove the accuracy of the proposed simulator, the similarity between the proposed simulator and the physical target Raspberry Pi was evaluated based on three metrics while executing several applications. In the experiment, several edge-computing service applications were performed in various cluster architecture types formed by the proposed simulator. To support effective resource usage and fast real-time response for edge computing, the proposed simulator identified a suitable number of things in forming the edge cluster.
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spelling pubmed-80682432021-04-25 Simulator for Interactive and Effective Organization of Things in Edge Cluster Computing Kim, Woojae Jung, Inbum Sensors (Basel) Article Edge computing is intended to process events that occur at the endpoint of the Internet of Things (IoT) network quickly and intelligently. Edge regions must be organized effectively to facilitate cooperation so that the intention of edge computing can be realized. However, inevitably, many human and material resources are required in the process of arranging things in the edge area to confirm the appropriateness of the thing operation. To address this problem, we proposed a simulator that created a virtual space for edge computing and provided an interactive role and effective organization for edge things. The proposed simulator was aimed at Raspberry Pi as the physical hardware target. To prove the accuracy of the proposed simulator, the similarity between the proposed simulator and the physical target Raspberry Pi was evaluated based on three metrics while executing several applications. In the experiment, several edge-computing service applications were performed in various cluster architecture types formed by the proposed simulator. To support effective resource usage and fast real-time response for edge computing, the proposed simulator identified a suitable number of things in forming the edge cluster. MDPI 2021-04-08 /pmc/articles/PMC8068243/ /pubmed/33917883 http://dx.doi.org/10.3390/s21082616 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
Kim, Woojae
Jung, Inbum
Simulator for Interactive and Effective Organization of Things in Edge Cluster Computing
title Simulator for Interactive and Effective Organization of Things in Edge Cluster Computing
title_full Simulator for Interactive and Effective Organization of Things in Edge Cluster Computing
title_fullStr Simulator for Interactive and Effective Organization of Things in Edge Cluster Computing
title_full_unstemmed Simulator for Interactive and Effective Organization of Things in Edge Cluster Computing
title_short Simulator for Interactive and Effective Organization of Things in Edge Cluster Computing
title_sort simulator for interactive and effective organization of things in edge cluster computing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8068243/
https://www.ncbi.nlm.nih.gov/pubmed/33917883
http://dx.doi.org/10.3390/s21082616
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