物联网城市场景中移动医疗监控系统的高效微数据中心部署

IF 1.3 4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Kevin Henares, J. L. Risco-Martín, J. Ayala, R. Hermida
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引用次数: 2

摘要

摘要物联网(IoT)使联网设备的数量呈指数级增长。这使互联网更接近日常活动,并使数据收集能够用于创建和改进各种服务。然而,需要更强大的存储和处理能力来为所有这些设备提供服务。建模与仿真(M&S)可以帮助部署物联网基础设施,提供灵活而强大的机制来研究和比较不同的策略。在这种情况下,微型数据中心(MDCs)是减少不堪重负的云数据中心基础设施的有效解决方案。本文探索了一种M&S方法来研究医疗物联网场景的总体功耗,在该场景中,患者佩戴定期生成计算任务的非侵入性监测设备。我们提取了现有城市基础设施的布局,模拟了受监测人群的行为,并比较了几种数据中心配置的功耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient micro data centres deployment for mobile healthcare monitoring systems in IoT urban scenarios
ABSTRACT The Internet of Things (IoT) has caused an exponential increase in the number of connected devices. This brings the Internet closer to everyday activities and enables data collection that can be used to create and improve a great variety of services. However, more powerful storage and processing capabilities are required to service all these devices. Modelling and Simulation (M&S) can help to deploy IoT infrastructure, providing flexible and powerful mechanisms to study and compare different strategies. In this scenario, Micro Data Centers (MDCs) are an effective solution to reduce overwhelmed Cloud Data Center infrastructures. This paper explores an M&S methodology to study the overall power consumption of a healthcare IoT scenario, where patients wear non-intrusive monitoring devices that periodically generate computing tasks. We extract the layout of existing urban infrastructures, simulate the monitored population’s behaviour, and compare the power consumption of several data centre configurations.
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来源期刊
Journal of Simulation
Journal of Simulation COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-OPERATIONS RESEARCH & MANAGEMENT SCIENCE
CiteScore
5.70
自引率
16.00%
发文量
42
期刊介绍: Journal of Simulation (JOS) aims to publish both articles and technical notes from researchers and practitioners active in the field of simulation. In JOS, the field of simulation includes the techniques, tools, methods and technologies of the application and the use of discrete-event simulation, agent-based modelling and system dynamics.
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