Wednesday, November 28, 2012

Comparison of Netezza, Vertica and Greenplum

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Netezza(IBM)Green Plum (EMC)Vertica(HP)

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URLwww.netezza.comwww.greenplum.comwww.vertica.com

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ArchitectureMPPMPPMPP

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Data StorageRowColumnColumn

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supports SQLYesYesYes

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Supports Postgrace SQLYesYes

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supports JDBCYesYesYes

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supports ODBCYesYesYes

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Supports Map Reduce Yes

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OSRed Hat LinuxSolarisLinux

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ProcessorNetezza ProprietaryAMD Opteron(Sun Fire X4500)Intel

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Memory HP Blade

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Disk SATAProliant

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Network Gigabit Switches

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Hardware HP BladeSystem

Saturday, November 24, 2012

Inmon vs. Kimball




Inmon and Kimball are two influential data warehousing experts who have shaped the design philosophies of current data warehouses. Though there are similarities, there some fundamental differences. I have tried to document the differences here.

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Inmon Kimball

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Bus ArchitectureHub and Spoke Architecture

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Top down approachBottom up approach

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Design ApproachLarge centralized enterprise-wide data warehouse, followed by several satellite databases Several data marts that serve the analytical needs of departments, followed by “virtually” integrating these data marts for consistency.

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Data StructureRelational-model (third normal form: 3NF) Multi-dimension model (star-schema and snowflakes).

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Granularity of dataMost granular level possible and must include all the possible historical data within an enterprise.