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RTSTREAM: Real-Time Query Processing for Data Streams

10 years 8 months ago
RTSTREAM: Real-Time Query Processing for Data Streams
Many real-time applications, such as traffic control systems, surveillance systems and health monitoring systems, need to operate on continuous unbounded streams of data. These applications also have inherent real-time performance requirements that have to be met under high-volume, time-varying incoming data streams. In this paper, we present a real-time data stream query model named PQuery, which provides periodic real-time queries on data streams for the aforementioned real-time applications. To support the PQuery model, a real-time data stream management prototype system named RTSTREAM is developed to provide deadline miss ratio guarantees for periodic queries over continuous and unbounded data streams. We describe the periodic query semantics and discuss why the periodic query model is appropriate for real-time applications. To handle irregular data arrival patterns and query workloads, we propose data admission as an overload protection mechanism. We conduct performance studies w...
Yuan Wei, Sang Hyuk Son, John A. Stankovic
Added 12 Jun 2010
Updated 12 Jun 2010
Type Conference
Year 2006
Where ISORC
Authors Yuan Wei, Sang Hyuk Son, John A. Stankovic
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