Stream query processing for healthcare bio-sensor applications

Chung-Min Chen, H. Agrawal, M. Cochinwala, D. Rosenbluth
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引用次数: 40

Abstract

The need of a data stream management system (DSMS), with the capability of querying continuous data streams, has been well understood by the database research community. We provide an overview on a DSMS prototype called T2. T2 inherits some of the concepts of an early prototype, Tribeca [M. Sullivan et al. (1998)], developed also at Telcordia, but with complete new design and implementation in Java with an SQL-like query language. Our goal is to build a framework that provides a programming infrastructure as well as useful operators to support stream processing in different applications. We set our first targeted application to healthcare biosensor networks, where we applied T2 to monitoring and analyzing electrocardiogram (ECG) data streams, arriving via wireless networks from mobile subjects wearing ECG sensors. Monitoring remote patients via wireless sensors not only provides convenience and safety assurance to the patients, but also saves health care cost in many aspects.
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医疗保健生物传感器应用的流查询处理
数据库研究界对具有查询连续数据流能力的数据流管理系统(DSMS)的需求已经得到了很好的理解。我们提供了一个名为T2的DSMS原型的概述。T2继承了早期原型机的一些概念。Sullivan et al.(1998)],也是在Telcordia开发的,但是用Java进行了全新的设计和实现,使用了类似sql的查询语言。我们的目标是构建一个框架,提供编程基础设施和有用的操作符,以支持不同应用程序中的流处理。我们将第一个目标应用于医疗保健生物传感器网络,在那里我们将T2应用于监测和分析心电图(ECG)数据流,这些数据流通过无线网络从佩戴ECG传感器的移动受试者那里到达。通过无线传感器对远程患者进行监测,不仅为患者提供了方便和安全的保证,而且在很多方面节约了医疗成本。
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