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data_management:data_warehouse [2023/10/22 17:43]
peter created
data_management:data_warehouse [2024/03/08 13:33] (current)
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 ===Definition=== ===Definition===
 A data warehouse is a central [[data_management/data_storage|data storage]] for managing structured data.  A data warehouse is a central [[data_management/data_storage|data storage]] for managing structured data. 
 +
 +===DMBoK2===
 +Data Warehousing describes the operational extract, cleansing, transformation, con-trol, and load processes that maintain the data in a data warehouse so that it can be used by BI. The data warehousing process focuses on enabling an integrated and his-torical business context on operational data by enforcing business rules and maintain-ing appropriate business data relationships. Also includes processes that interact with Metadata repositories.
 +
 +===DDDM===
 +  * An integrated, centralized decision support database and the related soft-ware programs used to collect, cleanse, transform, and store data from a variety of operational sources to support Business Intelligence. A Data Warehouse may also include dependent [[data_management/data_mart|data marts]]. (DAMA-DMBOK Guide, 1st edition, pg. 197.)
 +  * A subject oriented, integrated, time variant, and non-volatile collection of summary and detailed historical data used to support the strategic deci-sion-making processes for the corporation. (“What is a Data Ware-house?” W.H. Inmon, Prism, Volume 1, Number 1, 1995)
 +  * A copy of [[data_concept/transactional_data|transaction data]] specifically structured for query and analysis. (Ralph Kimball, The Data Warehouse Toolkit, pg. 310.)
 +
  
  
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 ===Relation=== ===Relation===
-|Data ware house|is child of|[[data_management/data_storage|data storage]]|+|Data warehouse|is child of|[[data_management/data_storage|data storage]]| 
 +|Data warehouse|has subset|[[data_management/data_mart|data mart]]| 
  
 ===Reference=== ===Reference===
-Rani, Isha (2023). [[https://www.linkedin.com/posts/isharanimicrosoftleader_%3F%3F%3F%3F%3F%3F%3F%3F-%3F%3F%3F%3F%3F-%3F%3F%3F%3F-%3F%3F%3F%3F%3F%3F%3F-activity-7117115203019812865-Udi5?|Key data terms explained]]. LinkedIn Post. +  * Rani, Isha (2023). [[https://www.linkedin.com/posts/isharanimicrosoftleader_%3F%3F%3F%3F%3F%3F%3F%3F-%3F%3F%3F%3F%3F-%3F%3F%3F%3F-%3F%3F%3F%3F%3F%3F%3F-activity-7117115203019812865-Udi5?|Key data terms explained]]. LinkedIn Post.  
 +  * Earley, S. (2011). The DAMA Dictionary of Data Management (DDDM). Technics Publications, LLC, New Jersey.
  
-{{tag>All}}+{{tag>All DMBoK2 DDDM}}
  
data_management/data_warehouse.1697996612.txt.gz · Last modified: 2024/03/08 13:33 (external edit)