Smooth database operations are hindered when unexpected performance incidents occur. What if we could predict an incident was likely to occur within the next 60 seconds? By using Oracle Sysmetric data with deep learning neural networks, this can be a reality.
This presentation will begin with recognizing patterns and how neural networks try to do the same. Then we’ll look at Sysmetric data, understanding and leveraging its time-series nature. Now we're ready to understand why neural networks and deep learning are sought after in performance prediction.
An Oracle Cloud-Free Tier or Gmail account is enough for a mind-blowing graphical demonstration of making real-time performance predictions. You can download the single file necessary to replicate my demonstration enabling you to tinker and explore!
Once you get a glimpse of what is possible, a whole new world of performance monitoring and alerting will appear before you. Join me for a fascinating applied Machine Learning presentation for the Oracle DBA of the future.
Presented by Craig Shallahamer, Applied AI Scientist, Viscosity North AmericaFounder, OraPub and Oracle ACE Director
Craig is a long time Oracle DBA specializing in predictive analytics, machine learning and Oracle performance tuning. Craig is a researcher, blogger, consultant, author, an enthusiastic conference speaker, passionate teacher and an Oracle ACE Dir.
This event is co-hosted by the New York Oracle Users Group (www.nyoug.org) and Oracle Professional Services firm, Viscosity North America (www.viscosityna.com)