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:
May. 16, 2017
Filed:
Mar. 18, 2014
Microsoft Technology Licensing, Llc., Redmond, WA (US);
Vitaly Filimonov, Bothell, WA (US);
Panagiotis Periorellis, Munich, DE;
Dmitry Starostin, Aachen, DE;
Alexandre de Baynast, Aachen, DE;
Eldar Akchurin, Munich, DE;
Aleksandr Klimov, Burnaby, CA;
Thomas Minka, Cambridge, GB;
Alexander Spengler, Cambridge, GB;
MICROSOFT TECHNOLOGY LICENSING, LLC., Redmond, WA (US);
Abstract
Examining time series sequences representing performance counters from executing programs can provide significant clues about potential malfunctions, busy periods in terms of traffic on networks, intensive processing cycles and so on. An unsupervised anomaly detector can detect anomalies for any time series. A combination of known techniques from statistics, signal processing and machine learning can be used to identify outliers on unsupervised data, and to capture anomalies like edge detection, spike detection, and pattern error anomalies. Boolean and probabilistic results concerning whether an anomaly was detected can be provided.