I have recently looked at the following OPNET resources to get impressions of OPNET Panorama tool:
1. Link to website: http://www.opnet.com/solutions/application_performance/panorama.html
2. White paper downloaded from that site: "Understanding OPNET Panorama’s Performance Analysis Engines"
General comment: OPNET becomes the next generation tool provider that has “learning behavior” capabilities that are similar with what I do for years with my SEDS and with tools from other Vendors, such as Netuitive, Integrien and ProactiveNet (BMC) that I have recently studied (check my older postings: http://itrubin.blogspot.com/2009/02/realtime-statistical-exception.html).
Special comment: In the OPNET white paper I read: "Metrics that exhibit deviations from normal are automatically identified and assigned scores based on “how abnormal” their behavior is."
This is very close to what I introduced in my 1st CMG paper in 2001("Exception Detection System, Based on the Statistical Process Control Concept" ) and called ExtraVolume of a metric (I call that now Exception Value (EV) meta-metric). In OPNET’s white paper referenced to that my CMG’01 paper, but they did not mention that they use very similar approach to rang exceptions (“Area Out vs. Limit Range In Metric Scoring”).
Here is example from my 1st CMG paper of the usage EV metric to build the TOP exceptional Unix servers list:
I had even tied to normalize that metric to some Unix benchmarks (TPC) to compare ranges of exceptional capacity usage ecross diferent type of servers and configurations. The example of the report is in the paper.
Al in all, it is a good news that another vendor has been adopting that technology (maybe with some of my work’s influence!). Based on my experience with OPNET tools (very limited, just ITD Guru for network and some server behavior simulations), that tool most likely can be trusted. To speak more I need at least to play with demo….
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, December 29, 2009
Exception Value (EV) and OPNET Panorama
Labels:
Capacity Managment,
EV,
OPNET,
OPNET Panorama
Igor Trubin began his engineering career in 1979 as an IBM/370 systems engineer. He earned a Ph.D. in Robotics from St. Petersburg Technical University in 1986 and spent 12 years there as a professor teaching CAD/CAM and Robotics. He has published and presented more than 60 technical papers and conference presentations in robotics, artificial intelligence, IT performance, capacity management, anomaly detection, and FinOps. After moving to the U.S. in 1999, Igor worked at Capital One, IBM, and SunTrust Bank in senior engineering, architecture, and management roles. His 2002 CMG paper on exception detection received a Best Paper Award. He later developed Perfomalist.com, based on his original methods for anomaly, change-point, and trend detection, and created the online course “Performance Anomaly Detection.” At Capital One, he led development of cloud capacity-management and FinOps solutions, including the award-winning OptiCloud application. He has served on the CMG Board of Directors since 2015. Now semi-retired, Igor focuses on research, writing, and consulting. His current work expands his concept of the “Area of Normal Functioning” (ANF) from technical systems to human, orga

9 comments:
Igor, I was wondering about using multivariate novelty detection. For example, a unix server is 2 stds above the mean for an hour AND the global run queue is greater than the acceptable threshold of X.
The point being that a high CPU utilization may be 'unexpected' but in combination with a high run queue (RQ>=x) it is 'troubling'.
http://www.opnet.com/news/news_and_articles/2009/index.html
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