David T. Liu and Michael J. Franklin

EECS Department, University of California, Berkeley

Technical Report No. UCB/CSD-04-1311

, 2004

http://www2.eecs.berkeley.edu/Pubs/TechRpts/2004/CSD-04-1311.pdf

We present GridDB, a data-centric overlay for scientific grid data analysis. In contrast to currently deployed process-centric middleware, GridDB manages data entities rather than processes. GridDB provides a suite of services important to data analysis: a declarative interface, type-checking, interactive query processing, and memoization. We discuss several elements of GridDB: data model, query language, software architecture and query processing; and a prototype implementation. We validate GridDB by showing its modeling of real-world physics and astronomy analyses; and measurements on our prototype.

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BibTeX citation:

@techreport{Liu:CSD-04-1311,
    Author= {Liu, David T. and Franklin, Michael J.},
    Title= {GridDB: a Data-Centric Overlay for Scientific Grids},
    Year= {2004},
    Month= {Mar},
    Url= {http://www2.eecs.berkeley.edu/Pubs/TechRpts/2004/5325.html},
    Number= {UCB/CSD-04-1311},
    Abstract= {We present GridDB, a data-centric overlay for scientific grid data analysis. In contrast to currently deployed process-centric middleware, GridDB manages data entities rather than processes. GridDB provides a suite of services important to data analysis: a declarative interface, type-checking, interactive query processing, and memoization. We discuss several elements of GridDB: data model, query language, software architecture and query processing; and a prototype implementation. We validate GridDB by showing its modeling of real-world physics and astronomy analyses; and measurements on our prototype.},
}

EndNote citation:

%0 Report
%A Liu, David T. 
%A Franklin, Michael J. 
%T GridDB: a Data-Centric Overlay for Scientific Grids
%I EECS Department, University of California, Berkeley
%D 2004
%@ UCB/CSD-04-1311
%U http://www2.eecs.berkeley.edu/Pubs/TechRpts/2004/5325.html
%F Liu:CSD-04-1311