区块链共识算法在电子病历共享中的性能评估

Faiza Hashim, K. Shuaib, F. Sallabi
{"title":"区块链共识算法在电子病历共享中的性能评估","authors":"Faiza Hashim, K. Shuaib, F. Sallabi","doi":"10.1109/GC-ElecEng52322.2021.9788285","DOIUrl":null,"url":null,"abstract":"In any blockchain network, a consensus algorithm is considered a major factor in determining the performance of the network. This study aims to investigate consensus algorithms in healthcare blockchains for electronic health record (EHR) sharing by analyzing the scalability performance of these algorithms. Several consensus algorithms have been proposed in the literature and have been used for various types of blockchain networks. Herein, we analyze the performance of proof of work, practical Byzantine fault tolerance, and proof of authority (PoA) algorithms in the healthcare domain and propose an improved real-time PoA consensus algorithm for EHR sharing for faster consensus and block generation. Results of performed simulations show that the proposed algorithm outperforms previous consensus algorithms in terms of consensus time, number of blocks generated, network throughput, and scalability.","PeriodicalId":344268,"journal":{"name":"2021 Global Congress on Electrical Engineering (GC-ElecEng)","volume":"33 11","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Performance Evaluation of Blockchain Consensus Algorithms for Electronic Health Record Sharing\",\"authors\":\"Faiza Hashim, K. Shuaib, F. Sallabi\",\"doi\":\"10.1109/GC-ElecEng52322.2021.9788285\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In any blockchain network, a consensus algorithm is considered a major factor in determining the performance of the network. This study aims to investigate consensus algorithms in healthcare blockchains for electronic health record (EHR) sharing by analyzing the scalability performance of these algorithms. Several consensus algorithms have been proposed in the literature and have been used for various types of blockchain networks. Herein, we analyze the performance of proof of work, practical Byzantine fault tolerance, and proof of authority (PoA) algorithms in the healthcare domain and propose an improved real-time PoA consensus algorithm for EHR sharing for faster consensus and block generation. Results of performed simulations show that the proposed algorithm outperforms previous consensus algorithms in terms of consensus time, number of blocks generated, network throughput, and scalability.\",\"PeriodicalId\":344268,\"journal\":{\"name\":\"2021 Global Congress on Electrical Engineering (GC-ElecEng)\",\"volume\":\"33 11\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 Global Congress on Electrical Engineering (GC-ElecEng)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/GC-ElecEng52322.2021.9788285\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 Global Congress on Electrical Engineering (GC-ElecEng)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GC-ElecEng52322.2021.9788285","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

在任何区块链网络中,共识算法被认为是决定网络性能的主要因素。本研究旨在通过分析这些算法的可扩展性性能,研究医疗保健区块链中用于电子健康记录(EHR)共享的共识算法。文献中已经提出了几种共识算法,并已用于各种类型的区块链网络。在此,我们分析了工作证明、实用拜占庭容错和权威证明(PoA)算法在医疗保健领域的性能,并提出了一种改进的实时PoA共识算法,用于EHR共享,以更快地达成共识和块生成。仿真结果表明,该算法在共识时间、生成的区块数量、网络吞吐量和可扩展性方面优于以前的共识算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Performance Evaluation of Blockchain Consensus Algorithms for Electronic Health Record Sharing
In any blockchain network, a consensus algorithm is considered a major factor in determining the performance of the network. This study aims to investigate consensus algorithms in healthcare blockchains for electronic health record (EHR) sharing by analyzing the scalability performance of these algorithms. Several consensus algorithms have been proposed in the literature and have been used for various types of blockchain networks. Herein, we analyze the performance of proof of work, practical Byzantine fault tolerance, and proof of authority (PoA) algorithms in the healthcare domain and propose an improved real-time PoA consensus algorithm for EHR sharing for faster consensus and block generation. Results of performed simulations show that the proposed algorithm outperforms previous consensus algorithms in terms of consensus time, number of blocks generated, network throughput, and scalability.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Frequency and Radiation Pattern Reconfigurable Multiband Microstrip Monopole Antenna Performance Evaluation of Blockchain Consensus Algorithms for Electronic Health Record Sharing Tracking Control of a Piezoelectric Actuator with Hysteresis Compensation Using Fuzzy Logic with Feed-Forward Controller UHF Radio Extender System for Ship to Shore Communications Using 3D SBR for Positioning Bicycle Sharing System Using an IoT Network
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1