03 February 2010

Data Warehousing: Snowflake Schema (Definitions)

"An extension of a star schema such that one or more dimensions are defined by multiple tables. In a snowflake schema, only primary dimension tables are joined to the fact table. Additional dimension tables are joined to primary dimension tables. " (Microsoft Corporation, "SQL Server 7.0 System Administration Training Kit", 1999)

"A variation on dimensional schema design in which dimension tables are further normalized, split into multiple tables based on hierarchies in the data." (Christopher Adamson, "Mastering Data Warehouse Aggregates", 2006)

"A single fact table which joins to many dimension tables, with each dimension normalized as two or more tables." (Reed Jacobsen & Stacia Misner, "Microsoft SQL Server 2005 Analysis Services Step by Step", 2006)

"A variation of the star schema in which the business dimensions are implemented as a set of normalized tables. The resulting diagram resembles a snowflake." (Laura Reeves, "A Manager's Guide to Data Warehousing", 2009)

"A normalized version of the STAR schema in which dimension tables are partially or fully normalized. Not generally recommended because it compromises query performance and simplicity for understanding." (Paulraj Ponniah, "Data Warehousing Fundamentals for IT Professionals", 2010)

"A star schema in which dimension tables reference other tables." (Oracle, "Database SQL Tuning Guide Glossary", 2013)

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