A Demonstration of the BigDAWG Polystore System.
PVLDB(2015)
摘要
This paper presents BigDAWG, a reference implementation of a new architecture for \"Big Data\" applications. Such applications not only call for large-scale analytics, but also for real-time streaming support, smaller analytics at interactive speeds, data visualization, and cross-storage-system queries. Guided by the principle that \"one size does not fit all\", we build on top of a variety of storage engines, each designed for a specialized use case. To illustrate the promise of this approach, we demonstrate its effectiveness on a hospital application using data from an intensive care unit (ICU). This complex application serves the needs of doctors and researchers and provides real-time support for streams of patient data. It showcases novel approaches for querying across multiple storage engines, data visualization, and scalable real-time analytics.
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关键词
polystore system,bigdawg
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