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IoT and Big Data Technologies for Monitoring and Processing Real-Time Healthcare Data

机译:物联网和大数据技术,用于监视和处理实时医疗数据

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摘要

Recent advances in pervasive technologies, such as wireless, ad hoc networks, and wearable sensor devices, allow the connection of everyday things to the Internet, commonly denoted as the Internet of Things (IoT). The IoT is seen as an enabler to the development of intelligent and context-aware services and applications. However, handling dynamic and frequent context changes is a difficult task without a real-time event/data acquisition and processing platform. Big data technologies and data analytics have been recently proposed for timely analyzing information (i.e., data, events) streams. The main aim is to make users' life more comfortable according to their locations, current requirements, and ongoing activities. In this article, combining IoT techniques and Big data technologies into a holistic platform for continuous and real-time health-care data monitoring and processing is introduced. Real-testing experiments have been conducted and results are reported to show the usefulness of this platform in a real-case scenario.
机译:无线,ad hoc网络和可穿戴传感器设备等普及技术的最新进展使日常事物可以连接到Internet(通常称为物联网(IoT))。物联网被视为智能和上下文感知服务和应用程序开发的促成因素。但是,在没有实时事件/数据采集和处理平台的情况下,处理动态频繁的上下文更改是一项艰巨的任务。最近提出了大数据技术和数据分析来及时分析信息(即,数据,事件)流。主要目的是根据用户所在的位置,当前要求和正在进行的活动使他们的生活更舒适。在本文中,介绍了将物联网技术和大数据技术结合到一个用于连续和实时医疗数据监视和处理的整体平台中。已经进行了实际测试实验,并报告了结果,以证明该平台在实际案例中的有用性。

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