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A Novel Blockchain-Based Healthcare System Design and Performance Benchmarking on a Multi-Hosted Testbed

As a result of the proliferation of digital and network technologies in all facets of modern society, including the healthcare systems, the widespread adoption of Electronic Healthcare Records (EHRs) has become the norm. At the same time, Blockchain has been widely accepted as a potent solution for...

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Autores principales: Pradhan, Nihar Ranjan, Singh, Akhilendra Pratap, Verma, Sahil, Kavita, Kaur, Navneet, Roy, Diptendu Sinha, Shafi, Jana, Wozniak, Marcin, Ijaz, Muhammad Fazal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9103768/
https://www.ncbi.nlm.nih.gov/pubmed/35591142
http://dx.doi.org/10.3390/s22093449
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author Pradhan, Nihar Ranjan
Singh, Akhilendra Pratap
Verma, Sahil
Kavita,
Kaur, Navneet
Roy, Diptendu Sinha
Shafi, Jana
Wozniak, Marcin
Ijaz, Muhammad Fazal
author_facet Pradhan, Nihar Ranjan
Singh, Akhilendra Pratap
Verma, Sahil
Kavita,
Kaur, Navneet
Roy, Diptendu Sinha
Shafi, Jana
Wozniak, Marcin
Ijaz, Muhammad Fazal
author_sort Pradhan, Nihar Ranjan
collection PubMed
description As a result of the proliferation of digital and network technologies in all facets of modern society, including the healthcare systems, the widespread adoption of Electronic Healthcare Records (EHRs) has become the norm. At the same time, Blockchain has been widely accepted as a potent solution for addressing security issues in any untrusted, distributed, decentralized application and has thus seen a slew of works on Blockchain-enabled EHRs. However, most such prototypes ignore the performance aspects of proposed designs. In this paper, a prototype for a Blockchain-based EHR has been presented that employs smart contracts with Hyperledger Fabric 2.0, which also provides a unified performance analysis with Hyperledger Caliper 0.4.2. The additional contribution of this paper lies in the use of a multi-hosted testbed for the performance analysis in addition to far more realistic Gossip-based traffic scenario analysis with Tcpdump tools. Moreover, the prototype is tested for performance with superior transaction ordering schemes such as Kafka and RAFT, unlike other literature that mostly uses SOLO for the purpose, which accounts for superior fault tolerance. All of these additional unique features make the performance evaluation presented herein much more realistic and hence adds hugely to the credibility of the results obtained. The proposed framework within the multi-host instances continues to behave more successfully with high throughput, low latency, and low utilization of resources for opening, querying, and transferring transactions into a healthcare Blockchain network. The results obtained in various rounds of evaluation demonstrate the superiority of the proposed framework.
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spelling pubmed-91037682022-05-14 A Novel Blockchain-Based Healthcare System Design and Performance Benchmarking on a Multi-Hosted Testbed Pradhan, Nihar Ranjan Singh, Akhilendra Pratap Verma, Sahil Kavita, Kaur, Navneet Roy, Diptendu Sinha Shafi, Jana Wozniak, Marcin Ijaz, Muhammad Fazal Sensors (Basel) Article As a result of the proliferation of digital and network technologies in all facets of modern society, including the healthcare systems, the widespread adoption of Electronic Healthcare Records (EHRs) has become the norm. At the same time, Blockchain has been widely accepted as a potent solution for addressing security issues in any untrusted, distributed, decentralized application and has thus seen a slew of works on Blockchain-enabled EHRs. However, most such prototypes ignore the performance aspects of proposed designs. In this paper, a prototype for a Blockchain-based EHR has been presented that employs smart contracts with Hyperledger Fabric 2.0, which also provides a unified performance analysis with Hyperledger Caliper 0.4.2. The additional contribution of this paper lies in the use of a multi-hosted testbed for the performance analysis in addition to far more realistic Gossip-based traffic scenario analysis with Tcpdump tools. Moreover, the prototype is tested for performance with superior transaction ordering schemes such as Kafka and RAFT, unlike other literature that mostly uses SOLO for the purpose, which accounts for superior fault tolerance. All of these additional unique features make the performance evaluation presented herein much more realistic and hence adds hugely to the credibility of the results obtained. The proposed framework within the multi-host instances continues to behave more successfully with high throughput, low latency, and low utilization of resources for opening, querying, and transferring transactions into a healthcare Blockchain network. The results obtained in various rounds of evaluation demonstrate the superiority of the proposed framework. MDPI 2022-04-30 /pmc/articles/PMC9103768/ /pubmed/35591142 http://dx.doi.org/10.3390/s22093449 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
Pradhan, Nihar Ranjan
Singh, Akhilendra Pratap
Verma, Sahil
Kavita,
Kaur, Navneet
Roy, Diptendu Sinha
Shafi, Jana
Wozniak, Marcin
Ijaz, Muhammad Fazal
A Novel Blockchain-Based Healthcare System Design and Performance Benchmarking on a Multi-Hosted Testbed
title A Novel Blockchain-Based Healthcare System Design and Performance Benchmarking on a Multi-Hosted Testbed
title_full A Novel Blockchain-Based Healthcare System Design and Performance Benchmarking on a Multi-Hosted Testbed
title_fullStr A Novel Blockchain-Based Healthcare System Design and Performance Benchmarking on a Multi-Hosted Testbed
title_full_unstemmed A Novel Blockchain-Based Healthcare System Design and Performance Benchmarking on a Multi-Hosted Testbed
title_short A Novel Blockchain-Based Healthcare System Design and Performance Benchmarking on a Multi-Hosted Testbed
title_sort novel blockchain-based healthcare system design and performance benchmarking on a multi-hosted testbed
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9103768/
https://www.ncbi.nlm.nih.gov/pubmed/35591142
http://dx.doi.org/10.3390/s22093449
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