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Dual-Layer Index for Efficient Traceability Query of Food Supply Chain Based on Blockchain
Blockchain techniques have been introduced to achieve decentralized and transparent traceability systems, which are critical components of food supply chains. Academia and industry have tried to enhance the efficiency of blockchain-based food supply chain traceability queries. However, the cost of t...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10252426/ https://www.ncbi.nlm.nih.gov/pubmed/37297511 http://dx.doi.org/10.3390/foods12112267 |
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author | Guo, Chaopeng Liu, Yiming Na, Meiyu Song, Jie |
author_facet | Guo, Chaopeng Liu, Yiming Na, Meiyu Song, Jie |
author_sort | Guo, Chaopeng |
collection | PubMed |
description | Blockchain techniques have been introduced to achieve decentralized and transparent traceability systems, which are critical components of food supply chains. Academia and industry have tried to enhance the efficiency of blockchain-based food supply chain traceability queries. However, the cost of traceability queries remains high. In this paper, we propose a dual-layer index structure for optimizing traceability queries in blockchain, which consists of an external and an internal index. The dual-layer index structure accelerates the external block jump and internal transaction search while preserving the original characteristics of the blockchain. We establish an experimental environment by modeling the blockchain storage module for extensive simulation experiments. The results show that although the dual-layer index structure introduces a little extra storage and construction time, it significantly improves the efficiency of traceability queries. Specifically, the dual-layer index improves the traceability query rate by seven to eight times compared with that of the original blockchain. |
format | Online Article Text |
id | pubmed-10252426 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102524262023-06-10 Dual-Layer Index for Efficient Traceability Query of Food Supply Chain Based on Blockchain Guo, Chaopeng Liu, Yiming Na, Meiyu Song, Jie Foods Article Blockchain techniques have been introduced to achieve decentralized and transparent traceability systems, which are critical components of food supply chains. Academia and industry have tried to enhance the efficiency of blockchain-based food supply chain traceability queries. However, the cost of traceability queries remains high. In this paper, we propose a dual-layer index structure for optimizing traceability queries in blockchain, which consists of an external and an internal index. The dual-layer index structure accelerates the external block jump and internal transaction search while preserving the original characteristics of the blockchain. We establish an experimental environment by modeling the blockchain storage module for extensive simulation experiments. The results show that although the dual-layer index structure introduces a little extra storage and construction time, it significantly improves the efficiency of traceability queries. Specifically, the dual-layer index improves the traceability query rate by seven to eight times compared with that of the original blockchain. MDPI 2023-06-05 /pmc/articles/PMC10252426/ /pubmed/37297511 http://dx.doi.org/10.3390/foods12112267 Text en © 2023 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 Guo, Chaopeng Liu, Yiming Na, Meiyu Song, Jie Dual-Layer Index for Efficient Traceability Query of Food Supply Chain Based on Blockchain |
title | Dual-Layer Index for Efficient Traceability Query of Food Supply Chain Based on Blockchain |
title_full | Dual-Layer Index for Efficient Traceability Query of Food Supply Chain Based on Blockchain |
title_fullStr | Dual-Layer Index for Efficient Traceability Query of Food Supply Chain Based on Blockchain |
title_full_unstemmed | Dual-Layer Index for Efficient Traceability Query of Food Supply Chain Based on Blockchain |
title_short | Dual-Layer Index for Efficient Traceability Query of Food Supply Chain Based on Blockchain |
title_sort | dual-layer index for efficient traceability query of food supply chain based on blockchain |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10252426/ https://www.ncbi.nlm.nih.gov/pubmed/37297511 http://dx.doi.org/10.3390/foods12112267 |
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