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Secure Decentralized IoT Service Platform Using Consortium Blockchain
Although many studies have been devoted to integrating blockchain into IoT device management, access control, data integrity, security, and privacy, blockchain-facilitated IoT communication is still much less studied. Blockchain has great potential in decentralizing and securing IoT communications....
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9654409/ https://www.ncbi.nlm.nih.gov/pubmed/36365884 http://dx.doi.org/10.3390/s22218186 |
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author | Zhang, Ruipeng Xu, Chen Xie, Mengjun |
author_facet | Zhang, Ruipeng Xu, Chen Xie, Mengjun |
author_sort | Zhang, Ruipeng |
collection | PubMed |
description | Although many studies have been devoted to integrating blockchain into IoT device management, access control, data integrity, security, and privacy, blockchain-facilitated IoT communication is still much less studied. Blockchain has great potential in decentralizing and securing IoT communications. In this paper, we propose an innovative IoT service platform powered by the consortium blockchain technology. The proposed platform abstracts machine-to-machine (M2M) and human-to-machine (H2M) communications into services provided by IoT devices. Then, it materializes the data exchange of the IoT network through smart contracts and blockchain transactions. Additionally, we introduce the auxiliary storage layer to the proposed platform to address various off-chain data storage needs. Our proof-of-concept implementation was tested against various workloads and connection sizes under different block configurations to evaluate the platform’s transaction throughput, latency, and hardware utilization. The experimental results demonstrate that our solution can maintain high performance with a throughput of approximately 800 reads per second (RPS), 50–80 transactions per second (TPS), and a latency of 50 ms–2 s under light to moderate workloads. Our extensive evaluation of the performance impact of batch size, batch timeout, and connection size also provides valuable insights into the optimization of blockchain configuration for achieving high performance. |
format | Online Article Text |
id | pubmed-9654409 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96544092022-11-15 Secure Decentralized IoT Service Platform Using Consortium Blockchain Zhang, Ruipeng Xu, Chen Xie, Mengjun Sensors (Basel) Article Although many studies have been devoted to integrating blockchain into IoT device management, access control, data integrity, security, and privacy, blockchain-facilitated IoT communication is still much less studied. Blockchain has great potential in decentralizing and securing IoT communications. In this paper, we propose an innovative IoT service platform powered by the consortium blockchain technology. The proposed platform abstracts machine-to-machine (M2M) and human-to-machine (H2M) communications into services provided by IoT devices. Then, it materializes the data exchange of the IoT network through smart contracts and blockchain transactions. Additionally, we introduce the auxiliary storage layer to the proposed platform to address various off-chain data storage needs. Our proof-of-concept implementation was tested against various workloads and connection sizes under different block configurations to evaluate the platform’s transaction throughput, latency, and hardware utilization. The experimental results demonstrate that our solution can maintain high performance with a throughput of approximately 800 reads per second (RPS), 50–80 transactions per second (TPS), and a latency of 50 ms–2 s under light to moderate workloads. Our extensive evaluation of the performance impact of batch size, batch timeout, and connection size also provides valuable insights into the optimization of blockchain configuration for achieving high performance. MDPI 2022-10-26 /pmc/articles/PMC9654409/ /pubmed/36365884 http://dx.doi.org/10.3390/s22218186 Text en © 2022 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 Zhang, Ruipeng Xu, Chen Xie, Mengjun Secure Decentralized IoT Service Platform Using Consortium Blockchain |
title | Secure Decentralized IoT Service Platform Using Consortium Blockchain |
title_full | Secure Decentralized IoT Service Platform Using Consortium Blockchain |
title_fullStr | Secure Decentralized IoT Service Platform Using Consortium Blockchain |
title_full_unstemmed | Secure Decentralized IoT Service Platform Using Consortium Blockchain |
title_short | Secure Decentralized IoT Service Platform Using Consortium Blockchain |
title_sort | secure decentralized iot service platform using consortium blockchain |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9654409/ https://www.ncbi.nlm.nih.gov/pubmed/36365884 http://dx.doi.org/10.3390/s22218186 |
work_keys_str_mv | AT zhangruipeng securedecentralizediotserviceplatformusingconsortiumblockchain AT xuchen securedecentralizediotserviceplatformusingconsortiumblockchain AT xiemengjun securedecentralizediotserviceplatformusingconsortiumblockchain |