Title :
Modeling a faster data warehouse
Author :
Hanson, Joseph H. ; Willshire, Mary Jane
Author_Institution :
ARINC Inc., Colorado Springs, CO, USA
Abstract :
One key area involved in implementing the data warehouse is the transfer of information from the Source Databases (SDBs) into the data warehouse and making it available to the user. In looking at the overall intent of the data warehouse as a repository for vast amounts of diverse information, changes made to the SDBs, can be critical to the correctness of the query responses provided by the warehouse. The paper presents an alternative to the state of the art data warehouse environment by providing an auxiliary structure to accept these updates and store them until the data warehouse has available cycle time to incorporate the new data and update the necessary views. Using the Integrated Definition (IDEF) modeling process, we have created models of both the state of the art and alternative data warehouse structures to validate our design and performance characteristics
Keywords :
distributed databases; query processing; systems analysis; very large databases; IDEF modeling process; Integrated Definition modeling process; Source Databases; alternative data warehouse structures; auxiliary structure; cycle time; diverse information; faster data warehouse modeling; information transfer; performance characteristics; query response correctness; repository; state of the art data warehouse environment; view update; Data mining; Data warehouses; Distributed control; Memory; Object oriented databases; Object oriented modeling; Relational databases; Springs; Warehousing;
Conference_Titel :
Database Engineering and Applications Symposium, 1997. IDEAS '97. Proceedings., International
Conference_Location :
Montreal, Que.
Print_ISBN :
0-8186-8114-4
DOI :
10.1109/IDEAS.1997.625689