Lightweight Blockchain for Healthcare

Healthcare data management has been gaining a lot of attention in recent years because of its high potential to provide more accurate and cost-efficient patient care. The traditional client-server and cloud-based healthcare data management systems suffer from the issues of single point of failure, d...

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Main Authors: Leila Ismail, Huned Materwala, Sherali Zeadally
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8869754/
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spelling doaj-a8e469254e7a4268bd4d4623c6c8eaa22021-03-29T23:41:08ZengIEEEIEEE Access2169-35362019-01-01714993514995110.1109/ACCESS.2019.29476138869754Lightweight Blockchain for HealthcareLeila Ismail0https://orcid.org/0000-0003-0946-1818Huned Materwala1https://orcid.org/0000-0002-3176-245XSherali Zeadally2College of Information Technology, UAE University, Al Ain, UAECollege of Information Technology, UAE University, Al Ain, UAECollege of Communication and Information, University of Kentucky, Lexington, KY, USAHealthcare data management has been gaining a lot of attention in recent years because of its high potential to provide more accurate and cost-efficient patient care. The traditional client-server and cloud-based healthcare data management systems suffer from the issues of single point of failure, data privacy, centralized data stewardship, and system vulnerability. The replication mechanism, and privacy and security features of blockchain have a promising future in the healthcare domain as they can solve some of the inherent issues of the health management system. However, most of the recent research works on blockchain in the healthcare domain have primarily focused on the permission-less Bitcoin network that suffers from drawbacks such as high energy consumption, limited scalability, and low transaction throughput. Consequently, there is a need for a scalable, fault-tolerant, secure, traceable and private blockchain to suit the requirements of the healthcare domain. We propose a lightweight blockchain architecture for the healthcare data management that reduces the computational and communication overhead compared to the Bitcoin network by dividing the network participants into clusters and maintaining one copy of the ledger per cluster. Our architecture introduces the use of canal, that allows secure and confidential transactions within a group of network participants. Furthermore, we propose a solution to avoid forking which is prevalent in the Bitcoin network. We demonstrate the effectiveness of our proposed architecture in providing security and privacy compared to the Bitcoin network by analyzing different threats and attacks. We also discuss how our proposed architecture addresses the identified threats. Our experimental results demonstrate that our proposed architecture generates 11 times lower network traffic compared to the Bitcoin network as the number of blocks increases. Our ledger update is 1.13 times faster. Our architecture shows a speedup of 67% in ledger update and 10 times lower network traffic when the number of nodes increases.https://ieeexplore.ieee.org/document/8869754/Blockchainconsensusdecentralizationhealth information managementprivacyscalability
collection DOAJ
language English
format Article
sources DOAJ
author Leila Ismail
Huned Materwala
Sherali Zeadally
spellingShingle Leila Ismail
Huned Materwala
Sherali Zeadally
Lightweight Blockchain for Healthcare
IEEE Access
Blockchain
consensus
decentralization
health information management
privacy
scalability
author_facet Leila Ismail
Huned Materwala
Sherali Zeadally
author_sort Leila Ismail
title Lightweight Blockchain for Healthcare
title_short Lightweight Blockchain for Healthcare
title_full Lightweight Blockchain for Healthcare
title_fullStr Lightweight Blockchain for Healthcare
title_full_unstemmed Lightweight Blockchain for Healthcare
title_sort lightweight blockchain for healthcare
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Healthcare data management has been gaining a lot of attention in recent years because of its high potential to provide more accurate and cost-efficient patient care. The traditional client-server and cloud-based healthcare data management systems suffer from the issues of single point of failure, data privacy, centralized data stewardship, and system vulnerability. The replication mechanism, and privacy and security features of blockchain have a promising future in the healthcare domain as they can solve some of the inherent issues of the health management system. However, most of the recent research works on blockchain in the healthcare domain have primarily focused on the permission-less Bitcoin network that suffers from drawbacks such as high energy consumption, limited scalability, and low transaction throughput. Consequently, there is a need for a scalable, fault-tolerant, secure, traceable and private blockchain to suit the requirements of the healthcare domain. We propose a lightweight blockchain architecture for the healthcare data management that reduces the computational and communication overhead compared to the Bitcoin network by dividing the network participants into clusters and maintaining one copy of the ledger per cluster. Our architecture introduces the use of canal, that allows secure and confidential transactions within a group of network participants. Furthermore, we propose a solution to avoid forking which is prevalent in the Bitcoin network. We demonstrate the effectiveness of our proposed architecture in providing security and privacy compared to the Bitcoin network by analyzing different threats and attacks. We also discuss how our proposed architecture addresses the identified threats. Our experimental results demonstrate that our proposed architecture generates 11 times lower network traffic compared to the Bitcoin network as the number of blocks increases. Our ledger update is 1.13 times faster. Our architecture shows a speedup of 67% in ledger update and 10 times lower network traffic when the number of nodes increases.
topic Blockchain
consensus
decentralization
health information management
privacy
scalability
url https://ieeexplore.ieee.org/document/8869754/
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