Multi-Route Plan for Reliable Services in Fog-Based Healthcare Monitoring Systems

IF 0.6 Q4 COMPUTER SCIENCE, THEORY & METHODS International Journal of Grid and High Performance Computing Pub Date : 2022-01-01 DOI:10.4018/ijghpc.304908
Nour El Imane Zeghib, A. Alwan, A. Abualkishik, Yonis Gulzar
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引用次数: 3

Abstract

The main concern of fog computing is reducing data transmission on the cloud. Moreover, due to the short distance between end-user and fog nodes, fog computing considered more reliable to handle time-sensitive situations like the critical data provided by the Internet of Things (IoT). This may include sensory healthcare data which needs rapid processing to make decisions. However, in healthcare monitoring systems it is necessary to ensure the services’ availability when fog node failure occurred. The issue of monitoring service interruption during fog node failure has not received much attention. This paper proposes a multi-route plan that aims to identify an alternative route to ensure the availability of time-critical medical services. Various scenarios have been designed to evaluate the performance of the proposed strategy. The experimental results illustrate the superiority of our approach in terms of latency, energy consumption, and network usage in comparison with most recent related work.
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基于雾的医疗监控系统中可靠服务的多路由计划
雾计算的主要关注点是减少云上的数据传输。此外,由于终端用户和雾节点之间的距离较短,雾计算被认为更可靠地处理时间敏感的情况,如物联网(IoT)提供的关键数据。这可能包括需要快速处理以做出决策的感官医疗保健数据。然而,在医疗监控系统中,当雾节点发生故障时,有必要确保服务的可用性。雾节点故障时业务中断的监控问题一直没有受到重视。本文提出了一个多路线计划,旨在确定替代路线,以确保时间紧迫的医疗服务的可用性。已经设计了各种场景来评估拟议战略的绩效。实验结果表明,与最近的相关工作相比,我们的方法在延迟、能耗和网络使用方面具有优势。
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
CiteScore
1.70
自引率
10.00%
发文量
24
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