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An autonomic cloud environment for hosting ECG data analysis services

机译:用于托管ECG数据分析服务的自主云环境

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摘要

Advances in sensor technology, personal mobile devices, wireless broadband communications, and Cloud computing are enabling real-time collection and dissemination of personal health data to patients and health-care professionals anytime and from anywhere. Personal mobile devices, such as PDAs and mobile phones, are becoming more powerful in terms of processing capabilities and information management and play a major role in peoples daily lives. This technological advancement has led us to design a realtime health monitoring and analysis system thai is Scalable and Economical for people who require frequent monitoring of their health. In this paper, we focus on the design aspects of an autonomic Cloud environment that collects peoples health data and disseminates them to a Cloud-based information repository and facilitates analysis on the data using software services hosted in the Cloud. To evaluate the software design we have developed a prototype system that we use as an experimental testbed on a specific use case, namely, the collection of electrocardiogram (ECG) data obtained at real-time from volunteers to perform basic ECG beat analysis.
机译:传感器技术,个人移动设备,无线宽带通信和云计算的进步,使人们可以随时随地实时收集个人健康数据并将其分发给患者和医护人员。诸如PDA和移动电话之类的个人移动设备在处理能力和信息管理方面正变得越来越强大,并在人们的日常生活中发挥着重要作用。这项技术进步使我们设计了一种实时健康监测和分析系统,该系统对于需要频繁监测其健康的人们而言是可扩展且经济的。在本文中,我们专注于自主云环境的设计方面,该环境收集人们的健康数据并将其分发到基于云的信息存储库中,并使用云中托管的软件服务促进对数据的分析。为了评估软件设计,我们开发了一个原型系统,可以将其用作特定用例的实验测试平台,即从志愿者实时获取的心电图(ECG)数据的收集,以执行基本的ECG搏动分析。

著录项

  • 来源
    《Future generation computer systems》 |2012年第1期|p.147-154|共8页
  • 作者单位

    Cloud Computing and Distributed Systems Laboratory, Department of Computer Science and Software Engineering, The University of Melbourne, Australia;

    Cloud Computing and Distributed Systems Laboratory, Department of Computer Science and Software Engineering, The University of Melbourne, Australia;

    Cloud Computing and Distributed Systems Laboratory, Department of Computer Science and Software Engineering, The University of Melbourne, Australia;

    Electrical and Electronic Engineering, The University of Melbourne, Australia;

    Cloud Computing and Distributed Systems Laboratory, Department of Computer Science and Software Engineering, The University of Melbourne, Australia;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    autonomic middleware; ECG analysis; cloud computing;

    机译:自主中间件;心电图分析;云计算;

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