Conference on Innovative Data Systems Research · 2009 · 169 citations · 13 references
ComputingAstronomyBusiness AnalyticsData ManagementDatabasesScientific ComputingData IntegrationData WarehousingDatabase ManagementQuery ProcessingScientific Data Analysis
We have been gathering requirements from users across astronomy, particle physics, fusion, remote sensing, oceanography, and biology to inform a new science database system. The paper aims to specify a common set of requirements for SciDB and outline its preliminary design. SciDB development is being funded through a partnership of companies—eBay, LSST, Microsoft, SLAC, and Vertica—while the authors report the identified requirements and sketch the system design. We found that complex business analytics share most of the same requirements as big science, and identified LSST and eBay as initial lighthouse customers for the system.
For the past year, we have been assembling requirements from a collection of scientific data base users from astronomy, particle physics, fusion, remote sensing, oceanography, and biology. The intent has been to specify a common set of requirements for a new science data base system, which we call SciDB. In addition, we have discovered that very complex business analytics share most of the same requirements as “big science”. We have also constructed a partnership of companies to fund the development of SciDB, including eBay, the Large Synoptic Survey Telescope (LSST), Microsoft, the Stanford Linear Accelerator Center (SLAC) and Vertica. Lastly, we have identified two “lighthouse customers” (LSST and eBay) who will run the initial system, once it is constructed. In this paper, we report on the requirements we have identified and briefly sketch some of the SciDB design.
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The end of an architectural era: (it's time for a complete rewrite)
Michael Stonebraker, Samuel Madden, Daniel J. Abadi et al. · Very Large Data Bases · 2007 · 578 citations
GAMMA—a high performance dataflow database machine
David J. DeWitt, Goetz Graefe, Krishna B. Kumar et al. · Minds at UW (University of Wisconsin) · 1986 · 367 citations · Full text