Fog-assisted healthcare framework for smart hospital environment

Q1 Social Sciences
Tariq Ahamed Ahanger, Abdulaziz Aldaej, Yousef Alharbi
{"title":"Fog-assisted healthcare framework for smart hospital environment","authors":"Tariq Ahamed Ahanger, Abdulaziz Aldaej, Yousef Alharbi","doi":"10.1007/s00779-024-01802-y","DOIUrl":null,"url":null,"abstract":"<p>The technological revolution brought by the Internet of Things (IoT) has mostly relied on cloud computing. However, to satisfy the demands of time-sensitive services in the medical industry, fog computing, a novel computational platform based on the cloud computing paradigm, has shown to be a useful tool by extending cloud resources to the network’s edge. The current paper examines the role of the fog paradigm in the domain of healthcare decision-making, focusing on its primary advantages in terms of latency, network utilization, and power consumption. A fog-computing-based health assessment framework is developed in the current paper. Moreover, based on effective performance parameters, the performance is evaluated and depicted. The results show that the presented strategy can reduce network congestion of the communication network by analyzing information at the local node. Moreover, increased security on health information can be maintained at local fog node, and enhanced data protection from unauthorized access can be acquired. Fog computing offers greater insights into the health condition of patients with enhanced accuracy, precision, reliability, and stability.</p>","PeriodicalId":54628,"journal":{"name":"Personal and Ubiquitous Computing","volume":"6 3 Suppl 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Personal and Ubiquitous Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s00779-024-01802-y","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Social Sciences","Score":null,"Total":0}
引用次数: 0

Abstract

The technological revolution brought by the Internet of Things (IoT) has mostly relied on cloud computing. However, to satisfy the demands of time-sensitive services in the medical industry, fog computing, a novel computational platform based on the cloud computing paradigm, has shown to be a useful tool by extending cloud resources to the network’s edge. The current paper examines the role of the fog paradigm in the domain of healthcare decision-making, focusing on its primary advantages in terms of latency, network utilization, and power consumption. A fog-computing-based health assessment framework is developed in the current paper. Moreover, based on effective performance parameters, the performance is evaluated and depicted. The results show that the presented strategy can reduce network congestion of the communication network by analyzing information at the local node. Moreover, increased security on health information can be maintained at local fog node, and enhanced data protection from unauthorized access can be acquired. Fog computing offers greater insights into the health condition of patients with enhanced accuracy, precision, reliability, and stability.

Abstract Image

面向智能医院环境的雾辅助医疗框架
物联网(IoT)带来的技术革命主要依赖于云计算。然而,为了满足医疗行业对时效性服务的需求,雾计算作为一种基于云计算范式的新型计算平台,通过将云资源扩展到网络边缘,已被证明是一种有用的工具。本文探讨了雾范式在医疗决策领域的作用,重点关注其在延迟、网络利用率和功耗方面的主要优势。本文开发了基于雾计算的健康评估框架。此外,还根据有效的性能参数对其性能进行了评估和描述。结果表明,所提出的策略可以通过在本地节点分析信息来减少通信网络的拥塞。此外,本地雾节点还能提高健康信息的安全性,加强数据保护,防止未经授权的访问。雾计算能以更高的准确性、精确性、可靠性和稳定性深入了解患者的健康状况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Personal and Ubiquitous Computing
Personal and Ubiquitous Computing 工程技术-电信学
CiteScore
6.60
自引率
0.00%
发文量
35
审稿时长
6-12 weeks
期刊介绍: Personal and Ubiquitous Computing publishes peer-reviewed multidisciplinary research on personal and ubiquitous technologies and services. The journal provides a global perspective on new developments in research in areas including user experience for advanced digital technologies, the Internet of Things, big data, social technologies and mobile and wearable devices.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信