PEBS: An efficient patient-enabled blockchain system

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING Concurrency and Computation-Practice & Experience Pub Date : 2024-09-16 DOI:10.1002/cpe.8287
Vijayant Pawar, Shelly Sachdeva
{"title":"PEBS: An efficient patient-enabled blockchain system","authors":"Vijayant Pawar,&nbsp;Shelly Sachdeva","doi":"10.1002/cpe.8287","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>The precise diagnosis and effective treatment of patients rely heavily on healthcare data. However, sharing healthcare information can be challenging due to the potential risks of unauthorized tampering and data leakage. To address these concerns and facilitate secure and efficient data access for stakeholders within and outside the healthcare system, this study introduces a patient-enabled blockchain system (PEBS). Patient-enabled blockchain system uses the Model View Controller (MVC) approach where the model manages the off-chain and on-chain data, the view is the user-accessible module, and the controller acts as an interface between a user interface and storage layer. It enables patients to control their data by determining specific access permissions and executes various smart contracts for stakeholders' registration, authorization, data storage, query, and update operations. Patient-enabled blockchain system incorporates Modified Proof-of-Authority (MPoA), which has been compared against various consensus algorithms such as Proof-of-Work (PoW), Proof-of-Authority (PoA), and Istanbul Byzantine Fault Tolerance (IBFT). Furthermore, the suggested system incorporates the utilization of the Interplanetary File System (IPFS) to address concerns related to performance and storage. We conducted an in-depth analysis and comparison of the system's performance using key parameters such as transaction latency and throughput. Experiments are carried out using network sizes of 10 and 30, with transaction counts from 5 to 500. The experiments show that the highest latency for the proposed system is 58,105 ms, almost 4.8 times less than PoW, which is 283,575 and provides 2.7 times higher throughput (101 transactions per second) than PoW (38 transactions per second).</p>\n </div>","PeriodicalId":55214,"journal":{"name":"Concurrency and Computation-Practice & Experience","volume":"36 28","pages":""},"PeriodicalIF":1.5000,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Concurrency and Computation-Practice & Experience","FirstCategoryId":"94","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/cpe.8287","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, SOFTWARE ENGINEERING","Score":null,"Total":0}
引用次数: 0

Abstract

The precise diagnosis and effective treatment of patients rely heavily on healthcare data. However, sharing healthcare information can be challenging due to the potential risks of unauthorized tampering and data leakage. To address these concerns and facilitate secure and efficient data access for stakeholders within and outside the healthcare system, this study introduces a patient-enabled blockchain system (PEBS). Patient-enabled blockchain system uses the Model View Controller (MVC) approach where the model manages the off-chain and on-chain data, the view is the user-accessible module, and the controller acts as an interface between a user interface and storage layer. It enables patients to control their data by determining specific access permissions and executes various smart contracts for stakeholders' registration, authorization, data storage, query, and update operations. Patient-enabled blockchain system incorporates Modified Proof-of-Authority (MPoA), which has been compared against various consensus algorithms such as Proof-of-Work (PoW), Proof-of-Authority (PoA), and Istanbul Byzantine Fault Tolerance (IBFT). Furthermore, the suggested system incorporates the utilization of the Interplanetary File System (IPFS) to address concerns related to performance and storage. We conducted an in-depth analysis and comparison of the system's performance using key parameters such as transaction latency and throughput. Experiments are carried out using network sizes of 10 and 30, with transaction counts from 5 to 500. The experiments show that the highest latency for the proposed system is 58,105 ms, almost 4.8 times less than PoW, which is 283,575 and provides 2.7 times higher throughput (101 transactions per second) than PoW (38 transactions per second).

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
PEBS:高效的患者区块链系统
摘要对病人的精确诊断和有效治疗在很大程度上依赖于医疗保健数据。然而,由于存在未经授权的篡改和数据泄漏的潜在风险,共享医疗保健信息可能具有挑战性。为了解决这些问题,方便医疗系统内外的利益相关者安全、高效地访问数据,本研究引入了患者启用区块链系统(PEBS)。患者启用区块链系统采用模型视图控制器(MVC)方法,其中模型管理链外和链上数据,视图是用户可访问的模块,控制器则充当用户界面和存储层之间的接口。它使患者能够通过确定特定的访问权限来控制自己的数据,并为利益相关者的注册、授权、数据存储、查询和更新操作执行各种智能合约。病人启用的区块链系统采用了修改的授权证明(MPoA),并与工作证明(PoW)、授权证明(PoA)和伊斯坦布尔拜占庭容错(IBFT)等各种共识算法进行了比较。此外,建议的系统还采用了星际文件系统(IPFS),以解决与性能和存储相关的问题。我们使用事务延迟和吞吐量等关键参数对系统性能进行了深入分析和比较。实验使用的网络规模分别为 10 和 30,事务数量从 5 到 500 不等。实验结果表明,拟议系统的最高延迟为 58 105 毫秒,比 PoW 系统的 283 575 毫秒少近 4.8 倍,吞吐量(每秒 101 笔交易)比 PoW 系统(每秒 38 笔交易)高 2.7 倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Concurrency and Computation-Practice & Experience
Concurrency and Computation-Practice & Experience 工程技术-计算机:理论方法
CiteScore
5.00
自引率
10.00%
发文量
664
审稿时长
9.6 months
期刊介绍: Concurrency and Computation: Practice and Experience (CCPE) publishes high-quality, original research papers, and authoritative research review papers, in the overlapping fields of: Parallel and distributed computing; High-performance computing; Computational and data science; Artificial intelligence and machine learning; Big data applications, algorithms, and systems; Network science; Ontologies and semantics; Security and privacy; Cloud/edge/fog computing; Green computing; and Quantum computing.
期刊最新文献
A Dynamic Energy-Efficient Scheduling Method for Periodic Workflows Based on Collaboration of Edge-Cloud Computing Resources An Innovative Performance Assessment Method for Increasing the Efficiency of AODV Routing Protocol in VANETs Through Colored Timed Petri Nets YOLOv8-ESW: An Improved Oncomelania hupensis Detection Model Three Party Post Quantum Secure Lattice Based Construction of Authenticated Key Establishment Protocol for Mobile Communication Unstructured Text Data Security Attribute Mining Method Based on Multi-Model Collaboration
×
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