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Trusted Data Storage Architecture for National Infrastructure
National infrastructure is a material engineering facility that provides public services for social production and residents’ lives, and a large-scale complex device or system is used to ensure normal social and economic activities. Due to the problems of difficult data collection, long project peri...
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/PMC8955838/ https://www.ncbi.nlm.nih.gov/pubmed/35336486 http://dx.doi.org/10.3390/s22062318 |
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author | Wang, Yichuan Fan, Rui Liang, Xiaolong Li, Pengge Hei, Xinhong |
author_facet | Wang, Yichuan Fan, Rui Liang, Xiaolong Li, Pengge Hei, Xinhong |
author_sort | Wang, Yichuan |
collection | PubMed |
description | National infrastructure is a material engineering facility that provides public services for social production and residents’ lives, and a large-scale complex device or system is used to ensure normal social and economic activities. Due to the problems of difficult data collection, long project period, complex data, poor security, difficult traceability and data intercommunication, the archives management of most national infrastructure is still in the pre-information era. To solve these problems, this paper proposes a trusted data storage architecture for national infrastructure based on blockchain. This consists of real-time collection of national infrastructure construction data through sensors and other Internet of Things devices, conversion of heterogeneous data source data into a unified format according to specific business flows, and timely storage of data in the blockchain to ensure data security and persistence. Knowledge extraction of data stored in the chain and the data of multiple regions or fields are jointly modeled through federal learning. The parameters and results are stored in the chain, and the information of each node is shared to solve the problem of data intercommunication. |
format | Online Article Text |
id | pubmed-8955838 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89558382022-03-26 Trusted Data Storage Architecture for National Infrastructure Wang, Yichuan Fan, Rui Liang, Xiaolong Li, Pengge Hei, Xinhong Sensors (Basel) Article National infrastructure is a material engineering facility that provides public services for social production and residents’ lives, and a large-scale complex device or system is used to ensure normal social and economic activities. Due to the problems of difficult data collection, long project period, complex data, poor security, difficult traceability and data intercommunication, the archives management of most national infrastructure is still in the pre-information era. To solve these problems, this paper proposes a trusted data storage architecture for national infrastructure based on blockchain. This consists of real-time collection of national infrastructure construction data through sensors and other Internet of Things devices, conversion of heterogeneous data source data into a unified format according to specific business flows, and timely storage of data in the blockchain to ensure data security and persistence. Knowledge extraction of data stored in the chain and the data of multiple regions or fields are jointly modeled through federal learning. The parameters and results are stored in the chain, and the information of each node is shared to solve the problem of data intercommunication. MDPI 2022-03-17 /pmc/articles/PMC8955838/ /pubmed/35336486 http://dx.doi.org/10.3390/s22062318 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 Wang, Yichuan Fan, Rui Liang, Xiaolong Li, Pengge Hei, Xinhong Trusted Data Storage Architecture for National Infrastructure |
title | Trusted Data Storage Architecture for National Infrastructure |
title_full | Trusted Data Storage Architecture for National Infrastructure |
title_fullStr | Trusted Data Storage Architecture for National Infrastructure |
title_full_unstemmed | Trusted Data Storage Architecture for National Infrastructure |
title_short | Trusted Data Storage Architecture for National Infrastructure |
title_sort | trusted data storage architecture for national infrastructure |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8955838/ https://www.ncbi.nlm.nih.gov/pubmed/35336486 http://dx.doi.org/10.3390/s22062318 |
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