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基于区块链的云计算物联网 (IoMT) 信任管理框架:系统评价。

Blockchain-Based Trust Management Framework for Cloud Computing-Based Internet of Medical Things (IoMT): A Systematic Review.

机构信息

College of Computing and Informatics, Saudi Electronic University, Riyadh, Saudi Arabia.

College of Computer Science & IT, Jazan University, Jazan, Saudi Arabia.

出版信息

Comput Intell Neurosci. 2022 May 19;2022:9766844. doi: 10.1155/2022/9766844. eCollection 2022.

Abstract

The internet of medical things (IoMT) is a smart medical device structure that includes apps, health services, and systems. These medical equipment and applications are linked to healthcare systems via the internet. Because IoT devices lack computational power, the collected data can be processed and analyzed in the cloud by more computationally intensive tools. Cloud computing in IoMT is also used to store IoT data as part of a collaborative effort. Cloud computing has provided new avenues for providing services to users with better user experience, scalability, and proper resource utilization compared to traditional platforms. However, these cloud platforms are susceptible to several security breaches evident from recent and past incidents. Trust management is a crucial feature required for providing secure and reliable service to users. The traditional trust management protocols in the cloud computing situation are centralized and result in single-point failure. Blockchain has emerged as the possible use case for the domain that requires trust and reliability in several aspects. Different researchers have presented various blockchain-based trust management approaches. This study reviews the trust challenges in cloud computing and analyzes how blockchain technology addresses these challenges using blockchain-based trust management frameworks. There are ten (10) solutions under two broad categories of decentralization and security. These challenges are centralization, huge overhead, trust evidence, less adaptive, and inaccuracy. This systematic review has been performed in six stages: identifying the research question, research methods, screening the related articles, abstract and keyword examination, data retrieval, and mapping processing. Atlas.ti software is used to analyze the relevant articles based on keywords. A total of 70 codes and 262 quotations are compiled, and furthermore, these quotations are categorized using manual coding. Finally, 20 solutions under two main categories of decentralization and security were retrieved. Out of these ten (10) solutions, three (03) fell in the security category, and the rest seven (07) came under the decentralization category.

摘要

物联网医疗(IoMT)是一种智能医疗设备结构,包括应用程序、健康服务和系统。这些医疗设备和应用程序通过互联网连接到医疗保健系统。由于物联网设备计算能力不足,因此可以使用更具计算能力的工具在云中处理和分析收集的数据。物联网医疗中的云计算还用于存储物联网数据,这是协作的一部分。与传统平台相比,云计算为用户提供了更好的用户体验、可扩展性和适当的资源利用,为提供服务提供了新途径。然而,这些云平台容易受到最近和过去事件中明显的几次安全漏洞的影响。信任管理是向用户提供安全可靠服务的关键功能。云计算中的传统信任管理协议是集中式的,会导致单点故障。区块链已成为在多个方面需要信任和可靠性的领域的可能用例。不同的研究人员提出了各种基于区块链的信任管理方法。本研究回顾了云计算中的信任挑战,并分析了区块链技术如何使用基于区块链的信任管理框架来解决这些挑战。有十个(10)解决方案分为去中心化和安全性两个大类。这些挑战包括集中化、巨大开销、信任证据、适应性差和不准确性。本系统评价分六个阶段进行:确定研究问题、研究方法、筛选相关文章、摘要和关键字检查、数据检索和映射处理。使用 Atlas.ti 软件根据关键字分析相关文章。共编制了 70 个代码和 262 个引文,并且进一步使用手动编码对这些引文进行分类。最后,在去中心化和安全性两个主要类别下检索到 20 个解决方案。在这十个(10)解决方案中,有三个(03)属于安全类别,其余七个(07)属于去中心化类别。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fee9/9135549/98e72a528f6d/CIN2022-9766844.001.jpg

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