Energy-Efficient Blockchain-Based Secure Model to Share Medical Data Using Mobile Edge Computing

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Sagnik Datta, Suyel Namasudra
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引用次数: 0

Abstract

Blockchain technology is gaining importance in different sectors like healthcare, finance, agriculture, and many more. The important capabilities of blockchain like decentralization, immutability, consensus mechanism, etc. provide security, privacy, transparency, accountability, and many other benefits. On the other hand, Mobile Edge Computing (MEC) is a distributed framework that provides cloud computing capabilities to mobile devices. The existing studies combining blockchain technology and MEC often do not consider the delay and energy consumption for data offloading. In this paper, a blockchain-based scheme has been proposed for sharing Internet of Medical Things (IoMT) data between a patient and a doctor, which offloads tasks to the MEC server to achieve energy efficiency. In the proposed scheme, the Non-Orthogonal Multiple Access (NOMA) protocol is used to share a channel among several users. Here, NOMA offers some advantages in the system like low cost, latency, and power consumption. In the proposed scheme, the energy consumption is optimized based on the task delegation decision and resource distribution in the MEC server. Additionally, operations of the blockchain network are automated using various smart contracts. The efficiency of the proposed scheme is analyzed in terms of energy consumption, average transmission rate, and offloading delay in processing healthcare data. The experimental results demonstrate that the proposed model enhances energy efficiency and optimizes performance compared to the state-of-the-art offloading schemes.

基于节能区块链的移动边缘计算医疗数据共享安全模型
区块链技术在医疗保健、金融、农业等不同领域越来越重要。区块链的重要功能,如去中心化、不变性、共识机制等,提供了安全性、隐私性、透明度、问责制和许多其他好处。另一方面,移动边缘计算(MEC)是一个为移动设备提供云计算功能的分布式框架。现有的将区块链技术与MEC相结合的研究往往没有考虑数据卸载的延迟和能耗。在本文中,提出了一种基于区块链的方案,用于在患者和医生之间共享医疗物联网(IoMT)数据,该方案将任务卸载到MEC服务器以实现能效。在该方案中,使用非正交多址(NOMA)协议在多个用户之间共享信道。在这里,NOMA在系统中提供了一些优势,如低成本、延迟和功耗。在该方案中,基于任务委派决策和MEC服务器中的资源分配对能耗进行优化。此外,区块链网络的操作是使用各种智能合约自动化的。从能耗、平均传输速率和医疗数据处理的卸载延迟等方面分析了该方案的效率。实验结果表明,与目前最先进的卸载方案相比,所提出的模型提高了能源效率并优化了性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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.
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