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About Alex Whittles Dissertation
This dissertation examines the performance of four techniques for loading type 2 slowly changing dimensions in a Kimball style data warehouse: the singleton method, lookup method, join method, and merge method. Experiments were conducted using SQL Server 2012 with varying data volumes and storage types. Statistical analysis found the merge join approach had the best performance with over 500k new records. The merge statement performed comparably under 500k records. Solid state storage reduced load times up to 12.5x but did not impact the best technique. The optimal method depends on data volume and storage type.
Detailed Information
Author: | ['Murali Bala'] |
---|---|
Publication Year: | 2019 |
Pages: | 99 |
Language: | English |
Format: | |
Price: | FREE |
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