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Distributed Query Processing on the Grid

Lookup NU author(s): Dr James Smith, Professor Paul Watson

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Abstract

Distributed query processing (DQP) has been widely used in data intensive applications where data of relevance to users are stored at multiple locations. This paper argues: (i) that DQP can be important in the Grid, as a means of providing high-level, declarative languages for integrating data access and analysis; and (ii) that the Grid provides resource management facilities that are useful to developers of DQP systems. As well as discussing and illustrating how DQP technologies can be deployed within the Grid, the paper describes PolarĀ·, a prototype implementation of a DQP system running over Globus. PolarĀ· can handle complex data by adopting the ODMG object model and its query language OQL, which supports the invocation of user-defined operations. The Globus components are accessed through the MPICH-G interface rather than in a lower level way. A case study from bioinformatics is used throughout the paper, to show the benefits of the approach.


Publication metadata

Author(s): Smith J, Gounaris A, Watson P, Paton NW, Fernandes AAA, Sakellariou R

Publication type: Article

Publication status: Published

Journal: International Journal of High Performance Computing Applications

Year: 2003

Volume: 17

Issue: 4

Pages: 353-368

ISSN (print): 1094-3420

ISSN (electronic): 1741-2846

Publisher: Sage Publications Ltd.

URL: http://dx.doi.org/10.1177/10943420030174002

DOI: 10.1177/10943420030174002

Notes: This is a version of the Grid 2002 paper with the same title


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