A methodology for embedding predictive modeling algorithms in a commercial parallel database is described; specifically, the parallel editions of IBM DB2 Universal Database, although many aspects of the overall approach can be used with other commercial parallel databases. This parallelization approach was implemented in the Version 8.2 release of DB2 Intelligent Miner Modeling to support a new predictive modeling algorithm called Transform Regression. This database-embedded mining algorithm provides all the usual benefits, including easier integration into large enterprise applications, the ability to perform entire data mining workflows directly from an SQL-based programming interface, reduced data transfer costs between the database and the data mining application, and faster, parallel data access during query processing.
Did you find this white paper useful?
23 out of 50 users found this white paper useful
Related white papers
Green IT: Reducing your Carbon Footprint with Citrix
Going green has become an imperative, not an option, for companies facing the new reality of balancing business objectives with dwindling environmental resources. Limited energy supply and skyrocketing costs are...
Protecting virtual macchines: the "best of Vmworld" approach
By enabling IT managers to move virtual machines (and the applications they host) between physical servers, server virtualization gives them a powerful method for reducing planned downtime and speeding recovery....
Security Beyond Corporate Boundaries: Using Citrix Application Delivery to Protect Corporate Information Anywhere Business Happens
Ironclad security has become the Holy Grail for companies looking to protect corporate and customer information at large in the modern enterprise. The move toward greater data distribution -- thanks...
The End of Application Deployment: Virtualised Applications Streamline, Secure and Manage Your Business
Hundreds, even thousands, of applications serve as the life blood of each of today's distributed global enterprises - at use in more places and in more ways than ever before....
Accelerating Microsoft Windows Vista Migrations with Citrix XenApp
For many organisations, migration to Microsoft Windows Vista is not a question of "if" but "when." This inevitability is causing companies to start asking the difficult questions. This white paper...
Aerospace Firm Moves From Mainframe to Microsoft SQL Server, Saves Time and Money
L-3 Vertex Aerospace has more than 11,000 staff at 300 locations around the world to service 3,500 aircraft, including 89 distinct types, primarily for the U.S. government. Bidding on new...
Real Estate Firm Adopts Microsoft Dynamics CRM Online to Drive Up-Sell Opportunities
At California-based real estate firm The Norris Group, ten years of customer history and order data were held by an online e-mail marketing vendor. New anti-spamming restrictions and an unstable...
