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I have promotional code for you in case you want to attend. Just respond and I'll give you a good discount!
Thank you!
Igor Trubin
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Popular Post
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I have got the comment on my previous post “ BIRT based Control Chart “ with questions about how actually in BIRT the data are prepared for ... -
Your are welcome to post to this blog any message related to the Capacity, Performance and/or Availability of computer systems. Just put you...
Tuesday, December 11, 2018
CMG IMPACT conference discount #cmgnews
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
Wednesday, November 21, 2018
Great Customer Feedback about the #CapacityManagement Service I Provide
I have just got an internal feedback which has impressed me so I have decided to share
that here as a good indication of making difference by Capacity Management service I provide to my customers:
..."Igor has helped us on a
couple of instances, prevent potential disasters within
our platform by the historical trends he’s tracking. We know
this since there was one occasion where our server crashed when we didn't react fast enough to Igor’s email warnings..."
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
Wednesday, November 14, 2018
AIXCHANGE (Virtual #CMGnews Event about #AI) November 27 @ 10:00 am - 3:00 pm EST
Attend this virtual conference all about artificial intelligence!
https://www.cmg.org/event/aixchange-virtual-event/
https://www.cmg.org/event/aixchange-virtual-event/
Conference rooms and office stand-ups are all buzzing. Artificial intelligence (AI) is emerging to represent one of the largest technological shifts across countless industries in recent history.
From driving manufacturing to supporting marketing to improving customer retention to improving ITops, AI is become the most in-demand technology of IT execs and quickly rising to the top of the list for IT investment in 2019.
According to recent reports, the machine learning market alone is anticipated to grow from $1.4B in 2017 to $8.8B by 2022.
CMG wants to help you to navigate this technological shift and keep you the smartest team member at the table. On November 27th, join CMG and its partners for AIXCHANGE. The latest of CMG’s virtual conference program will feature live presentations from companies and individuals leading in the AI space.
Scheduled Sessions
- 10:00 AM - The History and Future of AI with Bryan Krouse
- 11:00 AM - The Machines are Talking - The Future of AI and Chat for the Enterprise with Stephen Mallik
- 12:00 PM - A Practical Guide for Information Discovery Using Machine Learning and Visualization
- 1:00 PM - To Be Announced!
- 2:00 PM - Soon AI will Test Everything with Jason Arbon
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
Tuesday, November 13, 2018
"Implementation and Interpretation of Control Charts in R" - qcc package
I was pointed to the nice resent on-line publication: https://datascienceplus.com/implementation-and-interpretation-of-control-charts-in-r/
When I had been developing SEDS (Performance Anomaly Detection System) long ago (years ago) I looked at that package (and referenced the link to my early CMG papers, BTW) even not knowing how to write R programs (now I can!)... They might improved that, but I did not find that time the way to do MASF type of control charts. I have even dreamed to build SETDS charts (IT-Control Charts) package on a open source way. So my approach is the same but different, please read details in my paper:
https://www.researchgate.net/publication/259486289_IT-Control_Chart
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
Friday, October 19, 2018
#CMGnews: The training course Performance Anomaly Detection is now free for CMG Members. Visit the Membership Benefits Page for Access.
Be a CMG member and get the following benefits:
https://www.cmg.org/members/member-benefits/
https://www.cmg.org/members/member-benefits/
- Access to a repository of more than over 1,000 research papers, presentations, and white papers from industry experts for the information you need for delivering improved results.
- Free 1 hour webinars featuring industry experts and technology demos and recorded webinar access.
- Free newsletters that feature the latest informative CMG news.
- Quarterly issues of the CMG Journal
- Discounted registration for CMG International-hosted events.
- Access to CMG imPACt conference presentations and papers.
- Access to our members-only videos channel with event videos, interviews and more.
- Discounted registration for CMG’s international annual imPACt conference bringing together the best in the industry for four days of research, training, workshops, networking and practice sharing.
- Access to our international Member Directory.
- Access to CMG's Slack channel and LinkedIn to take part in performance and capacity discussions, hot topics, evaluations, information, networking, stay up to date with company news, and more!
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
Wednesday, October 17, 2018
#CMGnews: Registration is opened for #IMPACT2019 conference! Check discounts!
- IMPACT 2019 will be an action-packed, 3-day conference filled with information and collaboration. Register today for #IMPACT2019 and take advantage of $100 off your conference pass with code FOB2019: https://cmgimpact.
com/ #cmgnews
- Act today and take $100 off your registration fee with code “FOB2019”. To find out more about content, sessions, and activities and what makes CMG’s IMPACT the best #technology conference on the planet, click here: https://cmgimpact.com/
#cmgnews #IMPACT2019
- Join hundreds of #industryleaders for CMG's 44th International Conference! #IMPACT2019 promises to be an exciting conference with great learning and networking opportunities. Discount code (ASK ME!) available to save $100 off a conference pass. Act today and save! https://cmgimpact.com/
#cmgnews
- IMPACT 2019 #Conference sessions will educate and enlighten, enabling attendees to take a #leadership role in their own companies’ #
digitaltransformations. Register today for #IMPACT2019 and take advantage of $100 off your conference pass with “FOB2019”: https://cmgimpact. com/ #cmgnews
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
Tuesday, October 16, 2018
www.CMG.org Announces Launch Of Dynamic New Brand And Communications Platform
Computer Management Group (www.CMG.org), one of the worlds most influential organizations of IT professionals committed to digital transformation initiatives and best practices, is delighted to announce the launch of its new brand and communications platform—a platform built to showcase its measurement and management of computer systems and networks from a performance and capacity ... Read More »
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
Wednesday, October 10, 2018
#Opmantek product has implemented my SEDS method (MASF based #AnomalyDetection) and referenced my work positively
After I have published my previous post
#Opmantek product has implemented my Statistical Exception Detection System (SEDS) - MASF based #AnomalyDetection
Opmantek CTO has reached me out, confirmed they used my methodology and provided a very positive feedback:
"I am glad you contacted Opmantek about this blog, and we have updated it to include your name and a reference to one of the key blog articles.
I have been meaning to reach out to you to let you know about what we had done, technically the product is still in Beta but it seems the marketing team have pushed forward with making it generally available.
We found your work of great value as we looked through various methodologies for trending, in the end we implemented something based on SEDS with a few changes/additions, to be honest I would have to review the code to see what the differences are.
At the moment the product opTrend is working well enough, but we need to make some refinements and enhancements before it will be the first release.
Your research and publications are of great value and highly appreciated."
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
Friday, October 5, 2018
"#CapitalOne on #AWS" dedicated landing page
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
Thursday, October 4, 2018
#Opmantek product has implemented my Statistical Exception Detection System (SEDS) - MASF based #AnomalyDetection
Looks like one of the Opmantek product has implemented my dynamic thresholding method - SEDS. I found the reference to that in the following blog post at their site:
The description is limited, but apparently it is my SEDS method (MASF based Anomaly Detection) published in several white papers and blog posts.
I am happy except there is no reference to my name, papers or at least this blog.
System Automation Through Integration
"...These solutions were then complimented by the addition of opTrend, which expands on Opmantek’s already expansive thresholding and alerting system by implementing a highly flexible Statistical Exception Detection System (SEDS) that learns what’s normal behavior on the client’s network and adjusts thresholding dynamically based on historical usage for every hour of each day of the week..."The description is limited, but apparently it is my SEDS method (MASF based Anomaly Detection) published in several white papers and blog posts.
I am happy except there is no reference to my name, papers or at least this blog.
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
Thursday, September 27, 2018
#CMGnews: My talk, "Catching #Anomaly and Normality in Cloud by #NeuralNet and Entropy Calculation", has been selected for #CMGimpact 2019
ABSTRACT:
Part 1. The Neural Network (NN) is not a new machine learning method. About 12 years ago I was involved as a Capacity Planning resource for the project of building an infrastructure (servers) to run NN for the fraud detection application. Now NN got much more attention and popularity as a part of AI, mostly because the computing power is increased dramatically and respectively more tasks can be done by using NN.
The goal of the presentation is to demystify the technique in some simple terms and examples to show what it actually is and how that could be used for Capacity and Demand management. That is done by developing R code to recognize typical workload pasterns, like OLTP, or others in the time series performance data daily profiles.
Part 2. It is the typical concern to detect anomalies for short living objects or for the object with very small amount of measurements. Why? Number of those objects could be thousands and thousands so it is important to separate exceptional ones with anomalies for further investigation. That could be servers or customers that have just started being monitored or public cloud objects (EC2s, ASGs) that usually have very short lifespan. Suggested approach to detect anomalous behavior of this type of objects is to estimate the Entropy of the each object. If the entropy is low, everything should be in order and most likely OK. If not - there is a possible disorder there or mess and someone needs to check what is going on with the object. The method is implemented in the cloud based application written on R that scans every hour all cloud Auto Scaling Groups (ASG) to detect imbalanced ones in term of number of EC2 instances in the group. That allows to separate a couple hundreds ASGs out of hundreds thousands of them.
This entropy based method is well known and it described in details in the post: “Quantifying Imbalance in Computer Systems” which is written based on CMG’12 paper.
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
Tuesday, August 28, 2018
Catching Anomaly and Normality in Cloud by Neural Net and Entropy Calculation - #CMGnews
- I have submitted my next CMG (https://cmgimpact.com/) presentation and waiting for the acceptance. BTW I used some past CMG and this blog posts as a material for my presentation.
E.G. You may check it out using below links:
Quantifying Imbalance in Computer Systems
UPDATE: The presentation is accepted. See abstract HERE.
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
Friday, July 20, 2018
#CMGnews - You can now register to #imPACt Conference in Seattle FEB19-21 2018
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
Thursday, June 21, 2018
Performance #AnomalyDetection on-line class - my presentation at #cloudXchange virtual conference
See details (Syllabus and how to enroll) HERE:
http://www.trub.in/2018/04/performance-anomalydetection-online.html
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
Tuesday, June 19, 2018
"The Ride of #AnomalyDetection" -#cloudXchange2018 video is here going now
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
Self-Driven IT Ops. starts with Anomaly Detection! Check the #cloudXchange presentation about that made by CA SME
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
Monday, June 18, 2018
#CMGnews: #CLOUDXCHANGE virtual conference is tomorrow! Check the agenda here
CMG will be streaming live sessions from 7:00
AM to 7:00 PM EDT at www.cmg.org/cloudxchange. Check out our confirmed speakers below and
share your participation with #cloudXchange2018.
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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
Friday, June 15, 2018
#CMGnews: The #Compuware expert speaks about #MachineLearning, #DevOps and products (#zAdviser)
That was one of the session during the National Capital Area Computer Management Group (www.CMG.org) meetup meeting "Performance Engineering for/on Mainframe and Cloud" See agenda is here: https://www.meetup.com/NCACMG/events/251111371/
This session was for members and NOVA college students.
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
Tuesday, June 12, 2018
#CMGnews - I am presenting at #CLOUDXCHANGE #VirtualConference the CMG Professional Development Offerings
That will be an announcement with some explanations of the on-line classes that are honored by CMG experts.
Among others that includes my class:
The short presentation is scheduled on the next Tuesday 6/19 at about 5:30. Please preregister to the virtual conference HERE and connect to my presentation!
To enroll go HERE or find CMG school at https://cmg1.teachable.com/
Among others that includes my class:
The short presentation is scheduled on the next Tuesday 6/19 at about 5:30. Please preregister to the virtual conference HERE and connect to my presentation!
To enroll go HERE or find CMG school at https://cmg1.teachable.com/
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
Sunday, June 10, 2018
#CMGnews in #DC- #CloudCapacity Management - fragment of the presentation
Full version is available for www.CMG.org members
NEXT MEETING ON 6/14/18 RSVP - https://www.meetup.com/NCACMG/
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
Thursday, May 31, 2018
Hey! If you live close to DC - We meet again to discuss Mainframe and Cloud related stuff in our NCA CMG meetup. Check the agenda!
Hey! If you live close to DC - We meet again to discuss Mainframe related stuff in our meetup:
LINK - https://www.meetup.com/NCACMG/events/251111371/
LINK - https://www.meetup.com/NCACMG/events/251111371/
When: Thursday, June 14, 2018
10:00 AM to 3:00 PM
10:00 AM to 3:00 PM
Add to calendar
Where:
AGENDA:
1. "Preparing Today’s Infrastructure for Tomorrow’s
Workloads", Kofi Hayford, DataCore
2. "Flash, Flash and more Flash: What’s in it for me?", John Baker from Data Kinetics
ABSTRACT: Flash. Is this the light on my camera, a plugin for my browser, or a superhero that runs really fast? If you’re in IT, flash likely refers to something else: flash memory of some sort. But even then, the term is both ubiquitous and vague. The solid-state drive in your laptop; the new memory in your z14; your new “all flash” storage array. These all boast “flash” technology that promises to make everything faster.
Flash technology is not new but reductions in price and advancements in capacity are exploding adoption. There are many compelling arguments for flash – but is it the solution to all storage bottlenecks? Take a stroll with John as we slow down the hype to explore the various implementations of flash technology and which, if any, can best speed up your datacenter. And don’t worry; I won’t be wearing a red, spandex suit.
3. "Dave’s not here: R4HA, AWLC, SCRT and other 4-letter software pricing words", John Baker from Data Kinetics
ABSTRACT: David Chase has left the building. Which leaves many of us scratching our heads about the whirlwind of available pricing options. IBM Z continues to improve efficiency and options like Country-Wide Multiplex (CMP), Mobile and Container pricing, and soft capping options, improve ROI but how does all this stuff work? The R4HA remains key but even that requires context. Its measured on each LPAR but often combined depending on what, and where, various subsystems are running. Which value, average, or total determines your software bill? And what if some LPARs are capped? This session is for everyone. Performance, Capacity, or Finance. Costs are driving more and more of our decisions. Lets start by understanding how these costs are determined.
PRESENTER: John Baker has over 25 years in the IT industry as both a customer and consultant. For the last 20 years, John has focused on mainframe performance and cost optimization. As a customer, John designed, implemented and maintained many critical projects such as WLM Goal Mode, GDPS/Data Mirroring, and merging datacenters.
Light LUNCH is provided by Compuware
4. Compuware presentations by Kelly Vogt:
- "The Practical and Wholesale Application of Strobe to Reduce Cost, Improve Scalability and Performance",
ABSTRACT: Tuning is often a reactive activity. A crisis presents and we turn out in force to stamp out the fire; then return to the myriad other things we have to do… But what if we flip that around and make it a proactive activity for fun and profit? See how a common sense approach to proactive treasure hunting in your system can save large amounts of money in your installation and improve service for your customers.
- "The Necessity of, and the Value Proposition for, Total Batch Automation with ThruPut Manager"
ABSTRACT: What is the future of your batch strategy? Is it nimble? Fluid? For all the automation brought to the mainframe, why is it that batch is still manually operated? All that tracking jobs and endless commands fiddling about with initiators and job classes. Learn why we cannot continue on like we are… and what we can do about it.
PRESENTER: Kelly Vogt joined Compuware in February as an Field Tech in support of ThruPut Manager. He has 38 years in the mainframe arena, with 24 years in systems programming and performance management. His last 14 years were spent in management leading Large Systems Engineering for Humana. He has extensive experience buying and renewing IBM and ISV hardware/software; knowledge of software license models and contracts; performance and capacity planning experience; and the day in, day out of data center operation.
5. "Performance Anomaly Detection and more at CMG Training Program" - https://www.cmg.org/professional-development/ Igor Trubin, IT Manager at Capital One, CMG director.
2. "Flash, Flash and more Flash: What’s in it for me?", John Baker from Data Kinetics
ABSTRACT: Flash. Is this the light on my camera, a plugin for my browser, or a superhero that runs really fast? If you’re in IT, flash likely refers to something else: flash memory of some sort. But even then, the term is both ubiquitous and vague. The solid-state drive in your laptop; the new memory in your z14; your new “all flash” storage array. These all boast “flash” technology that promises to make everything faster.
Flash technology is not new but reductions in price and advancements in capacity are exploding adoption. There are many compelling arguments for flash – but is it the solution to all storage bottlenecks? Take a stroll with John as we slow down the hype to explore the various implementations of flash technology and which, if any, can best speed up your datacenter. And don’t worry; I won’t be wearing a red, spandex suit.
3. "Dave’s not here: R4HA, AWLC, SCRT and other 4-letter software pricing words", John Baker from Data Kinetics
ABSTRACT: David Chase has left the building. Which leaves many of us scratching our heads about the whirlwind of available pricing options. IBM Z continues to improve efficiency and options like Country-Wide Multiplex (CMP), Mobile and Container pricing, and soft capping options, improve ROI but how does all this stuff work? The R4HA remains key but even that requires context. Its measured on each LPAR but often combined depending on what, and where, various subsystems are running. Which value, average, or total determines your software bill? And what if some LPARs are capped? This session is for everyone. Performance, Capacity, or Finance. Costs are driving more and more of our decisions. Lets start by understanding how these costs are determined.
PRESENTER: John Baker has over 25 years in the IT industry as both a customer and consultant. For the last 20 years, John has focused on mainframe performance and cost optimization. As a customer, John designed, implemented and maintained many critical projects such as WLM Goal Mode, GDPS/Data Mirroring, and merging datacenters.
Light LUNCH is provided by Compuware
4. Compuware presentations by Kelly Vogt:
- "The Practical and Wholesale Application of Strobe to Reduce Cost, Improve Scalability and Performance",
ABSTRACT: Tuning is often a reactive activity. A crisis presents and we turn out in force to stamp out the fire; then return to the myriad other things we have to do… But what if we flip that around and make it a proactive activity for fun and profit? See how a common sense approach to proactive treasure hunting in your system can save large amounts of money in your installation and improve service for your customers.
- "The Necessity of, and the Value Proposition for, Total Batch Automation with ThruPut Manager"
ABSTRACT: What is the future of your batch strategy? Is it nimble? Fluid? For all the automation brought to the mainframe, why is it that batch is still manually operated? All that tracking jobs and endless commands fiddling about with initiators and job classes. Learn why we cannot continue on like we are… and what we can do about it.
PRESENTER: Kelly Vogt joined Compuware in February as an Field Tech in support of ThruPut Manager. He has 38 years in the mainframe arena, with 24 years in systems programming and performance management. His last 14 years were spent in management leading Large Systems Engineering for Humana. He has extensive experience buying and renewing IBM and ISV hardware/software; knowledge of software license models and contracts; performance and capacity planning experience; and the day in, day out of data center operation.
5. "Performance Anomaly Detection and more at CMG Training Program" - https://www.cmg.org/professional-development/ Igor Trubin, IT Manager at Capital One, CMG director.
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
Wednesday, May 16, 2018
NCA CMG meetup meeting 12/6/2017 -roll call of participants
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
Tuesday, May 15, 2018
Got caught on the www.CMG.org official video: "41st International Performance & Capacity Conference"
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
Wednesday, April 18, 2018
Performance #AnomalyDetection Online Course Info and #Perfomalist Tool DEMO
- Perfomalist.com (Anomaly visualization) tool demo:
- See Course Here: Performance Anomaly Detection - Power of Control Chart: How to Read, How to Build, How to Use for Performance Anomaly Detection
- Free for CMG Members; $149 for Non-Members.
What is covered:
- Machine learning based Anomaly Detection technique
- Classical (SPC) and MASF (For system performance data) Control Chartirting
- Where is the Control Chart Used?
- What are the types of Control Charts?
- Reading, building, and interpreting Control Charts
- Typical cases of real world issues captured by anomaly detection system (VMs, Mainframes, Middleware, E2E response and more)
- How to build free AWS cloud server with R and build there control charts
- Performance anomaly (Perfomaly) detection system R implementation example (SEDS-lite - open source based tool)
"Perfomaly"=Performance Anomaly:
Control Chart as a Machine Learning Tool to Detect Anomalies
See mode details in another post of this blog:
Performance Anomaly ("Perfomaly") Detection. Parts 1-4: Power of Control Charts
Feedback is welcome.
Информация на русском здесь
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
Tuesday, April 17, 2018
Perfomalist is a #ChangeDetection system based on Exception Value (EV) data analysis
2022 update:
Now the same method is used for free online tool - Perfomalist https://www.perfomalist.com/
More detailed has been added to the method and published here "
CPD - Change Point Detection is planed to be implemented in the free web tool Perfomalist
___________________
The right term for SETDS methodology is Anomaly and Change (point) detection.
The second part of SETDS - trend detection recently implemented on R and got the "TrendieR" name - is actually a Change Point Detection tool.
See more details how it works in the previous post:
The second part of SETDS - trend detection recently implemented on R and got the "TrendieR" name - is actually a Change Point Detection tool.
See more details how it works in the previous post:
AnomalyDetection vs. NoveltyDetection. SETDS Method Detects and Separates both
But in short the change points are the the following equation roots (solutions)
EV(t)=0
Where t is time and EV is Exception Value (magnitude of exception calculated as the difference between actual data and baseline statistical limits UCL and LCL).
CMG.org paper there was the attempt to describe that calculation more formally by the following formulas:
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
Friday, March 2, 2018
#NemtsovPlaza opening culmination and me arguing with famous Russian journalists...
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
Wednesday, February 7, 2018
More about #CloudCapacityPlanning from #CMGnews
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
Visiting #CapitalOneCafe
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
What is Capacity Management?
What is Capacity Management? [Webinar Recap]: Capacity management is the practice of making sure IT resources meet business demands today and down the road—without over-provisioning. But the role of capacity management has changed as IT environments have evolved.
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
Tuesday, February 6, 2018
"Machine Learning for Predictive Performance Monitoring" - interesting #CMGJournal article (#CMGnews)
Tim Browning has a lot of good publications about Capacity Management in www.CMG.org and also in this blog:
"Entropy-Based Anomaly Detection for SAP z/OS Systems"
#CMGamplify - "#DataScience Tools for Infrastructure
Operational Intelligence"
"the
review of cloud computing article "Optimal Density of Workload Placement"
"Entropy-Based Anomaly Detection for SAP z/OS Systems"
#CMGamplify - "#DataScience Tools for Infrastructure
Operational Intelligence"
"the
review of cloud computing article "Optimal Density of Workload Placement"
He has just published his new paper in the CMG Journal:
"Machine Learning for Predictive Performance Monitoring",
which is available for CMG members
I have enjoyed reading the paper, below is the abstract:
I like especially his following very true saying:
"...Machines don’t actually “learn” nor do statistical algorithms represent some mechanistic disembodied intelligence. However, human learning and intelligence is greatly assisted by statistical modeling in much the same way that optics technology assists vision..."
I appreciate he referenced two my CMG papers under his "Useful Related Materials" section:
- Trubin, Igor, “Exception Based Modeling and Forecasting”, CMG2008 Proceedings
- Trubin, Igor, “Capturing Workload Pathology by Statistical Exception Detection System”,
CMG2005 Proceedings.
I appreciate he referenced two my CMG papers under his "Useful Related Materials" section:
- Trubin, Igor, “Exception Based Modeling and Forecasting”, CMG2008 Proceedings
- Trubin, Igor, “Capturing Workload Pathology by Statistical Exception Detection System”,
CMG2005 Proceedings.
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
Friday, February 2, 2018
YouTube playlist "My Work"
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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