« Home | New Oracle Data Mining JDeveloper Extension on OTN » | Blog Changes » | ODM Tutorial #1 Download on KDnuggets » | The SQL of Analytics 1 - Data Mining » | Trusted Analytics - Bean Counters vs. Experts » | Time Series Forecasting 3 - Multi-step Forecasting » | Oracle Data Mining Tutorial and White Paper » | Explaining Predictions with Easy to Read Tree Rules » | Bioinformatics the SQL Way » | Now Available! - Oracle Data Miner Release 10g Rel... » 

Monday, July 10, 2006 

High Performance Scoring with Oracle Data Mining

A recent white paper at the Oracle Data Mining website describes how Oracle Data Mining can scale to score millions of records with modest off-the-shelve hardware. The paper shows some results that complement those in a paper presented at VLDB last year. This type of capability is what makes it possible real-time scoring as described in this series of posts.

I have heard that a competitor company could not believe those numbers. In fact, they raised the concern that adding data transformations would affect the results significantly. What they seem to miss is that the data mining server is the Oracle RDBMS. Transformations are easily implemented through SQL and leverage the high performance the Oracle RDBMS is well-known for.

About me

  • Marcos M. Campos: Development Manager for Oracle Data Mining Technologies. Previously Senior Scientist with Thinking Machines. Over the years I have been working on transforming databases into easy to use analytical servers.
  • My profile

Disclaimer

  • Opinions expressed are entirely my own and do not reflect the position of Oracle or any other corporation. The views and opinions expressed by visitors to this blog are theirs and do not necessarily reflect mine.
  • This work is licensed under a Creative Commons license.
  • Creative Commons License

Email-Digest



Feeds

Search


Posts

All Posts

Category Cloud

Links

Locations of visitors to this page
Powered by Blogger
Get Firefox