Developing and Evaluating A Real time and Energy Efficient Architecture for An Internet of Health Things

Ahmad Malekian Borujeni, M. Fathy, N. Mozayani
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引用次数: 1

Abstract

Real-time health monitoring systems play a critical role in preventing heart disease by processing vital sign monitoring data. The internet of things will enhance the entire health care service-delivery and can lead to reducing the immediate risk in real-time. Fog assisted health-care IoT system and Edge computing technology are an emerging paradigm that reducing emergency response time and enhanced the quality of experiences. In hierarchical architectures, the task placement strategy for a task or service is a challenge that requires a successful response. In this paper, we propose a quality of experiences-aware health monitoring application according to patients’ demands and evaluate to clarify the impacts of different scenarios. The appropriate task placement scenarios in this hierarchical architecture lead to a satisfying quality of experience for improving health services. These policies are evaluated in terms of health services delivery, energy consumption, cost of execution(CoE) in the cloud, and network usage by iFogSim toolkit. In this paper, we have developed a new approach to improve resource management policies to achieve satisfactory results.
为健康物联网开发和评估实时节能架构
实时健康监测系统通过处理生命体征监测数据在预防心脏病方面发挥着至关重要的作用。物联网将增强整个医疗保健服务的提供,并可以实时降低直接风险。雾辅助医疗物联网系统和边缘计算技术是缩短应急响应时间和提高体验质量的新兴范例。在分层体系结构中,任务或服务的任务放置策略是一个需要成功响应的挑战。本文根据患者的需求,提出了一种体验感知的质量健康监测应用,并对不同场景的影响进行了评估。在这种分层体系结构中,适当的任务布置方案可为改善医疗服务带来令人满意的体验质量。通过iFogSim工具包,根据医疗服务交付、能源消耗、云中执行成本(CoE)和网络使用情况对这些策略进行评估。在本文中,我们开发了一种新的方法来改进资源管理政策,以取得令人满意的结果。
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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