The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 03, 2019
Filed:
Dec. 20, 2016
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Hani Neuvirth-Telem, Tel Aviv, IL;
Amit Hilbuch, Kfar Saba, IL;
Shay Baruch Nahum, Netanya, IL;
Yehuda Finkelstein, Aley Zahav, IL;
Daniel Alon, Tel Mond, IL;
Elad Yom-Tov, Hoshaya, IL;
MICROSOFT TECHNOLOGY LICENSING, LLC., Redmond, WA (US);
Abstract
A system for identifying abnormal resource usage in a data center is provided. In some embodiments, the system employs a prediction model for each of a plurality of resources and an abnormal resource usage criterion. For each of a plurality of resources of the data center, the system retrieves current resource usage data for a current time and past resource usage data for that resource. The system then extracts features from the past resource usage data for that resource, predicts using the prediction model for that resource usage data for the current time based on the extracted features, and determines an error between the predicted resource usage data and the current resource usage data. After determining the error data for the resources, the system determines whether errors satisfy the abnormal resource usage criterion. If so, the system indicates that an abnormal resource usage has occurred.