Synonyms
Definition
Active Data Warehousing is the technical ability to capture transactions when they change, and integrate them into the warehouse, along with maintaining batch or scheduled cycle refreshes. An active data warehouse offers the possibility of automating routine tasks and decisions. The active data warehouse exports decisions automatically to the On-Line Transaction Processing (OLTP) systems.
Real-time Data Warehousing describes a system that reflects the state of the warehouse in real time. If a query is run against the real-time data warehouse to understand a particular facet about the business or entity described by the warehouse, the answer reflects the state of that entity at the time the query was run. Most data warehouses have data that are highly latent – or reflects the business at a point in the past. A real-time data warehouse has low latency data and provides current (or real-time) data.
Simply put, a real-time data warehouse can...
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Recommended Reading
Kimball R. and Strethlo K. Why decision support fails and how to fit it. ACM SIGMOD Rec., 24(3):91–97, 1995.
Golfarelli M., Maio D., and Rizzi S. Conceptual design of data warehouses from E/R schemes. In Proc. 31st Annual Hawaii Int. Conf. on System Sciences, Vol. VII. 1998, pp. 334–343.
Lehner W. Modeling large scale OLAP scenarios. In Advances in Database Technology, Proc. 6th Int. Conf. on Extending Database Technology, 1998, pp. 153–167.
Li C. and Wang X.S. A data model for supporting on-line analytical processing. In Proc. Int. Conf. on Information and Knowledge Management, 1996, pp. 81–88.
Pedersen T.B. and Jensen C.S. Multidimensional data modeling for complex data. In Proc. 15th Int. Conf. on Data Engineering, 1999, pp. 336–345.
Vassiliadis P. Modeling multidimensional databases, cubes and cube operations. In Proc. 10th Int. Conf. on Scientific and Statistical Database Management, 1998, 53–62.
Chaudhuri S. and Dayal U. An overview of data warehousing and OLAP technology. ACM SIGMOD Rec., 26(1):65–74, 1997.
Thalhammer T., Schrefl M., and Mohania M. Active data warehouses: complementing OLAP with analysis rules. Data Knowl. Eng., 39(3):241–269, 2001.
ACT-NET Consortium. The active database management system manifesto: a rulebase of ADBMS featueres. ACM SIGMOD Rec., 25(3), 1996.
Simon E. and Dittrich A. Promises and realities of active database systems. In Proc. 21th Int. Conf. on Very Large Data Bases, 1995, pp. 642–653.
Brobst S. Active data warehousing: a new breed of decision support. In Proc. 13th Int. Workshop on Data and Expert System Applications, 2002, pp. 769–772.
Borbst S. and Rarey J. The five stages of an active data warehouse evolution. Teradata Mag., 38–44, 2001.
IBM DB2 Data Warehouse Edition. http://www-306.ibm.com/software/data/db2/dwe/.
Rittman M. Implementing Real-Time Data Warehousing Using Oracle 10g. Dbazine.com. http://www.dbazine.com/datawarehouse/dw-articles/rittman5.
Kimball R. and Caserta J. The Data Warehouse ETL Toolkit: Practical Techniques for Extracting, Cleaning, Conforming, and Delivering Data. Wiley, 2004.
Linthicum R.S. Enterprise Application Integration. Addison-Wesley, 1999.
Improving SOA with Goldengate TDM Technology. GoldenGate White Paper, October 2007.
Langseth J. Real-Time Data Warehousing: Challenges and Solutions. DSSResources.COM, 2004.
Paton N.W. and Diaz O. Active Database Systems. ACM Comput. Surv., 1(31),1999.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer Science+Business Media, LLC
About this entry
Cite this entry
Mohania, M., Nambiar, U., Schrefl, M., Vincent, M. (2009). Active and Real-Time Data Warehousing. In: LIU, L., ÖZSU, M.T. (eds) Encyclopedia of Database Systems. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-39940-9_8
Download citation
DOI: https://doi.org/10.1007/978-0-387-39940-9_8
Publisher Name: Springer, Boston, MA
Print ISBN: 978-0-387-35544-3
Online ISBN: 978-0-387-39940-9
eBook Packages: Computer ScienceReference Module Computer Science and Engineering