BEGIN:VCALENDAR VERSION:2.0 PRODID:-//AUA Newsroom - ECPv6.2.9//NONSGML v1.0//EN CALSCALE:GREGORIAN METHOD:PUBLISH X-WR-CALNAME:AUA Newsroom X-ORIGINAL-URL:https://newsroom.aua.am X-WR-CALDESC:Events for AUA Newsroom REFRESH-INTERVAL;VALUE=DURATION:PT1H X-Robots-Tag:noindex X-PUBLISHED-TTL:PT1H BEGIN:VTIMEZONE TZID:Asia/Yerevan BEGIN:STANDARD TZOFFSETFROM:+0400 TZOFFSETTO:+0400 TZNAME:+04 DTSTART:20180101T000000 END:STANDARD END:VTIMEZONE BEGIN:VEVENT DTSTART;TZID=Asia/Yerevan:20181018T190000 DTEND;TZID=Asia/Yerevan:20181018T203000 DTSTAMP:20240329T111143 CREATED:20181003T062511Z LAST-MODIFIED:20181008T075115Z UID:27393-1539889200-1539894600@newsroom.aua.am SUMMARY:Management of Virtual Machines DESCRIPTION:About the Event: \nThe talk will cover VMware’s virtualization technology\, Virtual Machines (VM)\, management of IT infrastructures and applications\, anomaly detection and root causing. The main problem is to find a sick VM and reveal the nature of a problem.\nR programming will include Principal Component Analysis\, K-means clustering\, Time Series outlier detection\, and classification by decision trees\, SVM\, and C5 methods.\nAbout the Speaker: \nDr. Arnak Poghosyan is a Data Scientist and Staff Engineer at VMware\, currently working on time series forecasting and anomaly detection problems\, deep learning\, recurrent neural networks.\nHe has received his PhD from National Academy of Sciences of Armenia.\nLanguage: English URL:https://newsroom.aua.am/event/management-of-virtual-machines/ CATEGORIES:Events Calendar,Science & Engineering ATTACH;FMTTYPE=image/png:https://newsroom.aua.am/files/2018/10/Virtual_Management_FB-1.png END:VEVENT END:VCALENDAR