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Will partitioning and sharding improve performance?
We will present the results obtained from the tests ran at the ESA Science Data Center to join 2 tables storing star information based on their position in the sky under the use of open source Greenplum v.6.
What is the best solution to join 2 very big tables (>1TB) with billion rows and hundreds of columns with the help of distribution and partitioning? We have analysed different distribution and partition methods to achieve the best performance for a crossmatch, that is, identifying different rows from 2 tables (star catalogues) referring to the same star. Crossmatching helps scientists around th...
ESA Sky is theĀ science-driven discovery portalĀ developed by engineers and scientists working at the European Space Agency to allow users to explore the multi-wavelength sky and to seamlessly retrieve science-ready data in all ESA Astronomy mission archives from a web application without prior-knowledge of any of the missions. The first public beta of the service has been released, future rele...