Accelerating computationally intensive queries on massive earth science data: (system demonstration)

  • Authors:
  • Peter Baumann

  • Affiliations:
  • Jacobs University, Bremen, Germany

  • Venue:
  • Proceedings of the EDBT/ICDT 2011 Workshop on Array Databases
  • Year:
  • 2011

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Abstract

We present a technique to speed up array query processing, just-in-time compilation, which is novel on arrays. Suitable query fragments are detected, compiled, and linked into the server dynamically. This technique has been integrated in an operational array DBMS where its impact on efficiency can be studied in a holistic environment. We will demonstrate this on 1D to 4D real-life spatio-temporal raster data sets taken from the Earth Sciences. Performance results on computationally intensive queries are encouraging and can be examined interactively in a variety of demonstration examples.