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:
Oct. 10, 2023
Filed:
Dec. 27, 2017
Applicant:
Elasticsearch B.v., Mountain View, CA (US);
Inventors:
Assignee:
Elasticsearch B.V., San Francisco, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 21/57 (2013.01); G06N 20/00 (2019.01); G06F 21/55 (2013.01); G06N 20/20 (2019.01); G06N 5/025 (2023.01);
U.S. Cl.
CPC ...
G06F 21/577 (2013.01); G06F 21/552 (2013.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); G06F 2221/034 (2013.01); G06N 5/025 (2013.01);
Abstract
Anomaly detection in computing environments is disclosed herein. An example method includes receiving an unstructured input stream of data instances from the computing environment, the unstructured input stream being time stamped; categorizing the data instances of the unstructured input stream of data instances, the data instances comprising at least one principle value and a set of categorical attributes determined through machine learning; generating anomaly scores for each of the data instances collected over a period of time; and detecting a change in the categorical attribute that is indicative of an anomaly.