A Fog and Blockchain Software Architecture for a Global Scale Vaccination Strategy

被引:12
|
作者
De Moura Costa, Humberto Jorge [1 ,2 ]
Da Costa, Cristiano Andre [1 ]
Righi, Rodrigo Da Rosa [1 ]
Antunes, Rodolfo Stoffel [1 ]
De Paz Santana, Juan Francisco [3 ]
Quietinho Leithardt, Valderi Reis [4 ,5 ]
机构
[1] Univ Vale Rio dos Sinos UNISINOS, SOFTWARELAB Software Innovat Lab, Appl Comp Grad Program PPGCA, BR-93022750 Sao Leopoldo, Brazil
[2] Inst Fed Educ Ciencia & Tecnol Rio Grande do Sul, IFRS Veranopolis, BR-95330000 Veranopolis, Brazil
[3] Univ Salamanca, Fac Sci, Expert Syst & Applicat Lab, Salamanca 37008, Spain
[4] Univ Lusofona ULHT, COPELABS, P-1749024 Lisbon, Portugal
[5] Polytech Inst Portalegre, VALORIZA Res Ctr Endogenous Resource Valorizat, P-7301110 Portalegre, Portugal
关键词
Medical services; Blockchains; Security; Computer architecture; Edge computing; Scalability; Distributed ledger; Blockchain; cloud computing; fog computing; healthcare; hyperledger; CHALLENGES; FRAMEWORK; SECURITY; EDGE;
D O I
10.1109/ACCESS.2022.3169418
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Nowadays, there are many fragmented records of patient's health data in different locations like hospitals, clinics, and organizations all around the world. With the arrival of the COVID-19 pandemic, several governments and institutions struggled to have satisfactory, fast, and accurate decision-making in a wide, dispersed, and global environment. In the current literature, we found that the most common related challenges include delay (network latency), software scalability, health data privacy, and global patient identification. We propose to design, implement and evaluate a healthcare software architecture focused on a global vaccination strategy, considering healthcare privacy issues, latency mitigation, support of scalability, and the use of a global identification. We have designed and implemented a prototype of a healthcare software called Fog-Care, evaluating performance metrics like latency, throughput and send rate of a hypothetical scenario where a global integrated vaccination campaign is adopted in wide dispensed locations (Brazil, USA, and United Kingdom), with an approach based on blockchain, unique identity, and fog computing technologies. The evaluation results demonstrate that the minimum latency spends less than 1 second to run, and the average of this metric grows in a linear progression, showing that a decentralized infrastructure integrating blockchain, global unique identification, and fog computing are feasible to make a scalable solution for a global vaccination campaign within other hospitals, clinics, and research institutions around the world and its data-sharing issues of privacy, and identification.
引用
收藏
页码:44290 / 44304
页数:15
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