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.

Date of Patent:
Aug. 29, 2017

Filed:

Sep. 29, 2014
Applicant:

Pivotal Software, Inc., Palo Alto, CA (US);

Inventors:

Teng Wang, Davis, CA (US);

Chunsheng Fang, Redwood City, CA (US);

Derek Chin-Teh Lin, San Mateo, CA (US);

Assignee:

Pivotal Software, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 99/00 (2010.01); G06N 5/04 (2006.01); G06F 17/30 (2006.01); H04L 29/08 (2006.01); G06Q 10/10 (2012.01); G06Q 50/00 (2012.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 17/30598 (2013.01); G06N 99/005 (2013.01); G06Q 10/10 (2013.01); G06Q 50/01 (2013.01); H04L 67/22 (2013.01);
Abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for detecting and localizing anomalies in large data sets. One of the methods includes identifying a user whose behavior is classified as anomalous during a particular time interval and determining observed community feature values for a community of users of which the user is a member. If observed user feature values are consistent with the observed community feature values, the behavior of the user is classified as not anomalous. If the observed user feature values are not consistent with the observed community feature values, the behavior of the user is classified as anomalous.


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