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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...

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Detalles Bibliográficos
Autores principales: Guo, Chaopeng, Liu, Yiming, Na, Meiyu, Song, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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