In the purpose of sharing in codes some ideas of exception detection metodology I am developing the SEDS-Lite version using "R"-scripting (http://www.r-project.org/). One of the scripts (cchrt.r - see front picture of this post) has been already published on my blog and that builds control charts against CSV data: http://itrubin.blogspot.com/2009/03/power-of-control-charts.html
How exactly that works and more R-scripts will be presented on my workshop at up-coming CMG'09 conference in Dallas (http://itrubin.blogspot.com/2009/07/my-cmg09-sunday-workshop.html ) - you are welcome to attend!
Some additional R-scripts can be found in my SCMG presentation http://itrubin.blogspot.com/2009/05/seds-charts-at-scmg.html
The trick is the SAS 9.2 can execute R scripts. You can also try another SAS-like product (http://www.teamwpc.co.uk/products/wps) which also understands R, plus there are some ways to use SAS data for R-graphing: http://www.hollandnumerics.co.uk/pdf/SAS2R2SAS_paper.pdf or just using the "SAS and R" good book ( I have recently bought that and highly recommend): http://sas-and-r.blogspot.com/
This blog relates to experiences in the Systems Capacity and Availability areas, focusing on statistical filtering and pattern recognition and BI analysis and reporting techniques (SPC, APC, MASF, 6-SIGMA, SEDS/SETDS and other)
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Tuesday, November 10, 2009
SEDS-Lite Introduction
He started in 1979 as IBM/370 system engineer. In 1986 he got his PhD. in Robotics at St. Petersburg Technical University (Russia) and then worked as a professor teaching CAD/CAM, Robotics for 12 years. He published 30+ papers and made several presentations for conferences related to the Robotics and Artificial Intelligent fields. In 1999 he moved to the US, worked at Capital One bank as a Capacity Planner. His first CMG.org paper was written and presented in 2001. The next one, "Exception Detection System Based on MASF Technique," won a Best Paper award at CMG'02 and was presented at UKCMG'03 in Oxford, England. He made other tech. presentations at IBM z/Series Expo, SPEC.org, Southern and Central Europe CMG and ran several workshops covering his original method of Anomaly and Change Point Detection (Perfomalist.com). Author of “Performance Anomaly Detection” class (at CMG.com). Worked 2 years as the Capacity team lead for IBM, worked for SunTrust Bank for 3 years and then at IBM for 3 years as Sr. IT Architect. Now he works for Capital One bank as IT Manager at the Cloud Engineering and since 2015 he is a member of CMG.org Board of Directors. Runs UT channel iTrubin
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