SQL Server xVelocity memory optimized Columnstore Index Performance Tuning Rapinder Jawanda Sr. Program Manager Microsoft Corporation.

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Presentation transcript:

SQL Server xVelocity memory optimized Columnstore Index Performance Tuning Rapinder Jawanda Sr. Program Manager Microsoft Corporation

demo Inner join

Overview of Columnstore Index

… C1 C2 C3 C5C6C4 7

C1 C2 C3 C5C6C4 Row group Segment 8 Row group

OrderDateKeyProductKeyStoreKeyRegionKeyQuantitySalesAmount

OrderDateKeyProductKeyStoreKeyRegionKeyQuantitySalesAmount OrderDateKeyProductKeyStoreKeyRegionKeyQuantitySalesAmount

OrderDateKey ProductKey StoreKey RegionKey Quantity SalesAmount OrderDateKey ProductKey StoreKey RegionKey Quantity SalesAmount

OrderDateKey ProductKey StoreKey RegionKey Quantity SalesAmount OrderDateKey ProductKey StoreKey RegionKey Quantity SalesAmount

StoreKey StoreKey RegionKey Quantity OrderDateKey OrderDateKey ProductKey ProductKey SalesAmount SalesAmount

15 bitmap of qualifying rows Column vectors Batch object

Work Arounds

demo In and Exists Issue

demo Union All Issue.

demo Multiple distinct aggregates

How to Load Columnstore Effectively

Optimizing index management and db design

Maximizing the Benefits of Segment Elimination

Min: Max: Min: Max: OrderDateKey ProductKey SalesAmount OrderDateKey ProductKey SalesAmount

Min: Max: Min: Max:

DateLicenseNumMeasure XYZ ABC DateLicenseIdMeasure LicenseIdLicenseNum 1XYZ123 2ABC777

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