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The Array Database That Is Not a Database: File Based Array Query Answering in Rasdaman

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Advances in Spatial and Temporal Databases (SSTD 2013)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 8098))

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Abstract

Array DBMSs extend the set of supported data structures in databases with (potentially large) multi-dimensional arrays. This information category actually comprises a core data structure in many scientific applications.

When it comes to Petabyte archives, storage costs prohibit importing (i.e., copying) such data into a database. Therefore, in-situ processing of database queries is required, that is: evaluating queries on the original files, without previous insertion into the database. We have implemented such an in-situ feature for the rasdaman Array DBMS. In this demonstration, we show with rasdaman how query processing in array databases can simultaneously rely on arrays stored in the database — as usual — and in operating system files, like preexisting archives.

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References

  1. EarthServer - Big Earth Data Analytics (seen on March 8, 2013)

    Google Scholar 

  2. GDAL - Geospatial Data Abstraction Library (seen on March 8, 2013)

    Google Scholar 

  3. ISO/IEC 9075-9:2008 Information technology - Database languages - SQL - Part 9: Management of External Data (SQL/MED)

    Google Scholar 

  4. Oracle bfile (seen on March 8, 2013)

    Google Scholar 

  5. Scidb (seen on March 8, 2013)

    Google Scholar 

  6. Baumann, P.: On the management of multi-dimensional discrete data. VLDB Journal 4(3), 401–444 (1994)

    Article  Google Scholar 

  7. Baumann, P., Feyzabadi, S., Jucovschi, C.: Putting pixels in place: A storage layout language for scientific data. In: Proc. 10th ICDM, December 14, pp. 194–201 (2010)

    Google Scholar 

  8. Baumann, P., Jucovschi, C., Stancu-Mara, S.: Efficient map portrayal using a general-purpose query language. In: Bhowmick, S.S., Küng, J., Wagner, R. (eds.) DEXA 2009. LNCS, vol. 5690, pp. 153–163. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  9. Alagiannis, I., et al.: NoDB: efficient query execution on raw data files. In: Proc. ACM SIGMOD, May 20, pp. 241–252. ACM (2012)

    Google Scholar 

  10. Ivanova, M., Kersten, M., Manegold, S.: Data vaults: A symbiosis between database technology and scientific file repositories. In: Ailamaki, A., Bowers, S. (eds.) SSDBM 2012. LNCS, vol. 7338, pp. 485–494. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  11. Kersten, M., Zhang, Y., Ivanova, M., Nes, N.: SciQL, a query language for science applications. In: Proc. Workshop on Array Databases, March 25 (2011)

    Google Scholar 

  12. Machlin, R.: Index-based multidimensional array queries: safety and equivalence. In: Proc. ACM PoDS, pp. 175–184 (2007)

    Google Scholar 

  13. Widmann, N., Baumann, P.: Performance evaluation of multidimensional array storage techniques in databases. In: Proc. IDEAS, pp. 408–413 (1999)

    Google Scholar 

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Baumann, P., Dumitru, A.M., Merticariu, V. (2013). The Array Database That Is Not a Database: File Based Array Query Answering in Rasdaman. In: Nascimento, M.A., et al. Advances in Spatial and Temporal Databases. SSTD 2013. Lecture Notes in Computer Science, vol 8098. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40235-7_32

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  • DOI: https://doi.org/10.1007/978-3-642-40235-7_32

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-40234-0

  • Online ISBN: 978-3-642-40235-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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