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Rapidly Deployable IoT Architecture with Data Security: Implementation and Experimental Evaluation
Internet of Things (IoT) has brought about a new horizon in the field of pervasive computing and integration of heterogeneous objects connected to the network. The broad nature of its applications requires a modular architecture that can be rapidly deployed. Alongside the increasing significance of...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6603729/ https://www.ncbi.nlm.nih.gov/pubmed/31151309 http://dx.doi.org/10.3390/s19112484 |
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author | Maitra, Sudip Yelamarthi, Kumar |
author_facet | Maitra, Sudip Yelamarthi, Kumar |
author_sort | Maitra, Sudip |
collection | PubMed |
description | Internet of Things (IoT) has brought about a new horizon in the field of pervasive computing and integration of heterogeneous objects connected to the network. The broad nature of its applications requires a modular architecture that can be rapidly deployed. Alongside the increasing significance of data security, much research has focused on simulation-based encryption algorithms. Currently, there is a gap in the literature on identifying the effect of encryption algorithms on timing and energy consumption in IoT applications. This research addresses this gap by presenting the design, implementation, and practical evaluation of a rapidly deployable IoT architecture with embedded data security. Utilizing open-source off-the-shelf components and widely accepted encryption algorithms, this research presents a comparative study of Advanced Encryption Standards (AES) with and without hardware accelerators and an eXtended Tiny Encryption Algorithm (XTEA) to analyze the performance in memory, energy, and execution time. Experimental results from implementation in multiple IoT applications has shown that utilizing the AES algorithm with a hardware accelerator utilizes the least amount of energy and is ideal where timing is a major constraint, whereas the XTEA algorithm is ideal for resource constrained microcontrollers. Additionally, software implementation of AES on 8-bit PIC architecture required 6.36x more program memory than XTEA. |
format | Online Article Text |
id | pubmed-6603729 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-66037292019-07-17 Rapidly Deployable IoT Architecture with Data Security: Implementation and Experimental Evaluation Maitra, Sudip Yelamarthi, Kumar Sensors (Basel) Article Internet of Things (IoT) has brought about a new horizon in the field of pervasive computing and integration of heterogeneous objects connected to the network. The broad nature of its applications requires a modular architecture that can be rapidly deployed. Alongside the increasing significance of data security, much research has focused on simulation-based encryption algorithms. Currently, there is a gap in the literature on identifying the effect of encryption algorithms on timing and energy consumption in IoT applications. This research addresses this gap by presenting the design, implementation, and practical evaluation of a rapidly deployable IoT architecture with embedded data security. Utilizing open-source off-the-shelf components and widely accepted encryption algorithms, this research presents a comparative study of Advanced Encryption Standards (AES) with and without hardware accelerators and an eXtended Tiny Encryption Algorithm (XTEA) to analyze the performance in memory, energy, and execution time. Experimental results from implementation in multiple IoT applications has shown that utilizing the AES algorithm with a hardware accelerator utilizes the least amount of energy and is ideal where timing is a major constraint, whereas the XTEA algorithm is ideal for resource constrained microcontrollers. Additionally, software implementation of AES on 8-bit PIC architecture required 6.36x more program memory than XTEA. MDPI 2019-05-31 /pmc/articles/PMC6603729/ /pubmed/31151309 http://dx.doi.org/10.3390/s19112484 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 Maitra, Sudip Yelamarthi, Kumar Rapidly Deployable IoT Architecture with Data Security: Implementation and Experimental Evaluation |
title | Rapidly Deployable IoT Architecture with Data Security: Implementation and Experimental Evaluation |
title_full | Rapidly Deployable IoT Architecture with Data Security: Implementation and Experimental Evaluation |
title_fullStr | Rapidly Deployable IoT Architecture with Data Security: Implementation and Experimental Evaluation |
title_full_unstemmed | Rapidly Deployable IoT Architecture with Data Security: Implementation and Experimental Evaluation |
title_short | Rapidly Deployable IoT Architecture with Data Security: Implementation and Experimental Evaluation |
title_sort | rapidly deployable iot architecture with data security: implementation and experimental evaluation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6603729/ https://www.ncbi.nlm.nih.gov/pubmed/31151309 http://dx.doi.org/10.3390/s19112484 |
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