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Design of Optimal Scheduling Model for Emergency Medical Supplies by Blockchain Technology
The study aims to explore the scheduling plan for the emergency of blockchain technology in the medical industry. Network security architecture for medical supplies management based on the Hyperledger Fabric optimized consensus mechanism is established by studying the characteristics of blockchain t...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8881154/ https://www.ncbi.nlm.nih.gov/pubmed/35222887 http://dx.doi.org/10.1155/2022/4608761 |
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author | Zhao, Yan |
author_facet | Zhao, Yan |
author_sort | Zhao, Yan |
collection | PubMed |
description | The study aims to explore the scheduling plan for the emergency of blockchain technology in the medical industry. Network security architecture for medical supplies management based on the Hyperledger Fabric optimized consensus mechanism is established by studying the characteristics of blockchain technology and its data structure composition. The supply chain model for medical device scheduling based on intelligent contracts is selected for the particularity of the nature and shape of medical devices in medical supplies. Ant colony algorithm is used to solve it. Case analysis and verification results show that the improved Hyperledger Fabric consensus mechanism has better security performance. Under the condition of 10,000 transactions, the probability of an attacker with the optimized consensus mechanism successfully controlling the transaction is only 7.2%. The optimized solution is about 50% higher than the original solution in terms of transaction processing speed. Over 1000 transactions, the transaction latency optimization rate is more than doubled. The total order completion time of the medical device scheduling model adopted by the intelligent contract is 26.3% higher than the historical service time of 19 days. The performance of the medical emergency material scheduling program that is added to the supply chain technology is better. |
format | Online Article Text |
id | pubmed-8881154 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-88811542022-02-26 Design of Optimal Scheduling Model for Emergency Medical Supplies by Blockchain Technology Zhao, Yan J Healthc Eng Research Article The study aims to explore the scheduling plan for the emergency of blockchain technology in the medical industry. Network security architecture for medical supplies management based on the Hyperledger Fabric optimized consensus mechanism is established by studying the characteristics of blockchain technology and its data structure composition. The supply chain model for medical device scheduling based on intelligent contracts is selected for the particularity of the nature and shape of medical devices in medical supplies. Ant colony algorithm is used to solve it. Case analysis and verification results show that the improved Hyperledger Fabric consensus mechanism has better security performance. Under the condition of 10,000 transactions, the probability of an attacker with the optimized consensus mechanism successfully controlling the transaction is only 7.2%. The optimized solution is about 50% higher than the original solution in terms of transaction processing speed. Over 1000 transactions, the transaction latency optimization rate is more than doubled. The total order completion time of the medical device scheduling model adopted by the intelligent contract is 26.3% higher than the historical service time of 19 days. The performance of the medical emergency material scheduling program that is added to the supply chain technology is better. Hindawi 2022-02-18 /pmc/articles/PMC8881154/ /pubmed/35222887 http://dx.doi.org/10.1155/2022/4608761 Text en Copyright © 2022 Yan Zhao. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhao, Yan Design of Optimal Scheduling Model for Emergency Medical Supplies by Blockchain Technology |
title | Design of Optimal Scheduling Model for Emergency Medical Supplies by Blockchain Technology |
title_full | Design of Optimal Scheduling Model for Emergency Medical Supplies by Blockchain Technology |
title_fullStr | Design of Optimal Scheduling Model for Emergency Medical Supplies by Blockchain Technology |
title_full_unstemmed | Design of Optimal Scheduling Model for Emergency Medical Supplies by Blockchain Technology |
title_short | Design of Optimal Scheduling Model for Emergency Medical Supplies by Blockchain Technology |
title_sort | design of optimal scheduling model for emergency medical supplies by blockchain technology |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8881154/ https://www.ncbi.nlm.nih.gov/pubmed/35222887 http://dx.doi.org/10.1155/2022/4608761 |
work_keys_str_mv | AT zhaoyan designofoptimalschedulingmodelforemergencymedicalsuppliesbyblockchaintechnology |