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arXiv 2302.10201cs.AIcs.DC
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IoT城市场景中移动医疗监控系统的高效微型数据中心部署

Efficient micro data centres deployment for mobile healthcare monitoring systems in IoT urban scenarios

Complutense University of Madrid(马德里康普顿斯大学)

Kevin Henares, José L. Risco-Martín, José L Ayala, Román Hermida

摘要:

在过去的十年中,物联网范式导致连接设备数量呈指数级增长。这种趋势使互联网更接近日常活动,并使数据汇集能够用于创建和改进各种服务和应用程序。尽管有很大的好处,但这种模式也带来了一些挑战。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。此外,部署和管理基础设施以有效支持这些资源的需求仍然是一个挑战。建模和仿真可以帮助设计和分析这些场景,提供灵活而强大的机制来研究和比较不同的策略和基础设施。在这种情况下,微型数据中心(MDC)可以作为减少不堪重负的云数据中心基础设施的有效方法。本文探讨了一种M\&S方法来研究医疗物联网场景的整体功耗。患者佩戴非侵入式监测设备,该设备定期生成要在MDC中执行的任务。我们提取现有的城市基础设施的布局,模拟监测人口的行为,并比较几个数据中心配置的功耗。

英文摘要:

In the last decade, the Internet of Things paradigm has caused an exponential increase in the number of connected devices. This trend brings the Internet closer to everyday activities and enables data collection that can be used to create and improve a great variety of services and applications. Despite its great benefits, this paradigm also comes with several challenges. More powerful storage and processing capabilities are required to service all these devices. Additionally, the need to deploy and manage the infrastructure to efficiently support these resources continues to pose a challenge. Modeling and simulation can help to design and analyze these scenarios, providing flexible and powerful mechanisms to study and compare different strategies and infrastructures. In this scenario, Micro Data Centers (MDCs) can be used as an effective way of reducing overwhelmed Cloud Data Center infrastructures. This paper explores an M\&S methodology to study the overall power consumption of a healthcare IoT scenario. The patients wear non-intrusive monitoring devices that periodically generate tasks to be executed in MDCs. We extract the layout of existing urban infrastructures, simulate the monitored population's behavior, and compare the power consumption of several data center configurations.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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