A demonstration of the BigDAWG polystore system

A. Elmore, J. Duggan, M. Stonebraker, M. Balazinska, U. Cetintemel, V. Gadepally, J. Heer, B. Howe, J. Kepner, T. Kraska, S. Madden, D. Maier, T. Mattson, S. apadopoulos, J. Parkhurst, N. Tatbul, M. Vartak, S. Zdonik

Research output: Chapter in Book/Report/Conference proceedingChapter

49 Citations (Scopus)

Abstract

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.

Original languageEnglish (US)
Title of host publicationProceedings of the VLDB Endowment
PublisherAssociation for Computing Machinery
Pages1908-1911
Number of pages4
Edition12
DOIs
StatePublished - Jan 1 2015
Event3rd Workshop on Spatio-Temporal Database Management, STDBM 2006, Co-located with the 32nd International Conference on Very Large Data Bases, VLDB 2006 - Seoul, Korea, Republic of
Duration: Sep 11 2006Sep 11 2006

Publication series

NameProceedings of the VLDB Endowment
Number12
Volume8
ISSN (Electronic)2150-8097

Other

Other3rd Workshop on Spatio-Temporal Database Management, STDBM 2006, Co-located with the 32nd International Conference on Very Large Data Bases, VLDB 2006
CountryKorea, Republic of
CitySeoul
Period9/11/069/11/06

Fingerprint

Demonstrations
Data visualization
Engines
Intensive care units

ASJC Scopus subject areas

  • Computer Science (miscellaneous)
  • Computer Science(all)

Cite this

Elmore, A., Duggan, J., Stonebraker, M., Balazinska, M., Cetintemel, U., Gadepally, V., ... Zdonik, S. (2015). A demonstration of the BigDAWG polystore system. In Proceedings of the VLDB Endowment (12 ed., pp. 1908-1911). (Proceedings of the VLDB Endowment; Vol. 8, No. 12). Association for Computing Machinery. https://doi.org/10.14778/2824032.2824098
Elmore, A. ; Duggan, J. ; Stonebraker, M. ; Balazinska, M. ; Cetintemel, U. ; Gadepally, V. ; Heer, J. ; Howe, B. ; Kepner, J. ; Kraska, T. ; Madden, S. ; Maier, D. ; Mattson, T. ; apadopoulos, S. ; Parkhurst, J. ; Tatbul, N. ; Vartak, M. ; Zdonik, S. / A demonstration of the BigDAWG polystore system. Proceedings of the VLDB Endowment. 12. ed. Association for Computing Machinery, 2015. pp. 1908-1911 (Proceedings of the VLDB Endowment; 12).
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Elmore, A, Duggan, J, Stonebraker, M, Balazinska, M, Cetintemel, U, Gadepally, V, Heer, J, Howe, B, Kepner, J, Kraska, T, Madden, S, Maier, D, Mattson, T, apadopoulos, S, Parkhurst, J, Tatbul, N, Vartak, M & Zdonik, S 2015, A demonstration of the BigDAWG polystore system. in Proceedings of the VLDB Endowment. 12 edn, Proceedings of the VLDB Endowment, no. 12, vol. 8, Association for Computing Machinery, pp. 1908-1911, 3rd Workshop on Spatio-Temporal Database Management, STDBM 2006, Co-located with the 32nd International Conference on Very Large Data Bases, VLDB 2006, Seoul, Korea, Republic of, 9/11/06. https://doi.org/10.14778/2824032.2824098

A demonstration of the BigDAWG polystore system. / Elmore, A.; Duggan, J.; Stonebraker, M.; Balazinska, M.; Cetintemel, U.; Gadepally, V.; Heer, J.; Howe, B.; Kepner, J.; Kraska, T.; Madden, S.; Maier, D.; Mattson, T.; apadopoulos, S.; Parkhurst, J.; Tatbul, N.; Vartak, M.; Zdonik, S.

Proceedings of the VLDB Endowment. 12. ed. Association for Computing Machinery, 2015. p. 1908-1911 (Proceedings of the VLDB Endowment; Vol. 8, No. 12).

Research output: Chapter in Book/Report/Conference proceedingChapter

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T1 - A demonstration of the BigDAWG polystore system

AU - Elmore, A.

AU - Duggan, J.

AU - Stonebraker, M.

AU - Balazinska, M.

AU - Cetintemel, U.

AU - Gadepally, V.

AU - Heer, J.

AU - Howe, B.

AU - Kepner, J.

AU - Kraska, T.

AU - Madden, S.

AU - Maier, D.

AU - Mattson, T.

AU - apadopoulos, S.

AU - Parkhurst, J.

AU - Tatbul, N.

AU - Vartak, M.

AU - Zdonik, S.

PY - 2015/1/1

Y1 - 2015/1/1

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M3 - Chapter

T3 - Proceedings of the VLDB Endowment

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EP - 1911

BT - Proceedings of the VLDB Endowment

PB - Association for Computing Machinery

ER -

Elmore A, Duggan J, Stonebraker M, Balazinska M, Cetintemel U, Gadepally V et al. A demonstration of the BigDAWG polystore system. In Proceedings of the VLDB Endowment. 12 ed. Association for Computing Machinery. 2015. p. 1908-1911. (Proceedings of the VLDB Endowment; 12). https://doi.org/10.14778/2824032.2824098