FAITH: A Fast Blockchain-Assisted Edge Computing Platform for Healthcare Applications

被引:0
|
作者
Ming, Zhongxing [1 ]
Zhou, Mingzhao [1 ]
Cui, Laizhong [1 ,2 ]
Yang, Shu [1 ]
机构
[1] Shenzhen Univ, Coll Comp Sci & Software Engn, Shenzhen 518060, Peoples R China
[2] Peng Cheng Lab, Shenzhen 518060, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Blockchains; Servers; Medical services; Edge computing; Task analysis; Processor scheduling; Security; Blockchain; edge computing; healthcare; 4; 0; internet of medical things (IoMT); IOT; FOG;
D O I
10.1109/TII.2022.3166813
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Internet of Medical Things is developing rapidly in recent years. However, the timeliness and security of healthcare applications challenge its adoption. In this article, we propose a blockchain-assisted edge computing platform that timely and securely processes time-sensitive healthcare applications. We propose a blockchain-assisted framework that leverages distributed edge servers to achieve fast data processing. We design smart contracts to verify the identity and data credibility of network entities. We formulate the problem as a directed acyclic graph organized scheduling model and develop online orchestrating algorithms to meet the timeliness requirement. We implement the blockchain prototype and evaluate the performance of the proposed algorithm under extensive configurations. Results show that fast blockchain-assisted edge computing platform for healthcare achieves a significant timeliness guarantee, and at the same time outperforms conventional schemes from the latency perspective.
引用
收藏
页码:9217 / 9226
页数:10
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