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:
Dec. 24, 2024
Filed:
Sep. 30, 2020
Amazon Technologies, Inc., Seattle, WA (US);
Srikanth Venkata Tenneti, Sunnyvale, CA (US);
Arvindh Krishnaswamy, Palo Alto, CA (US);
Karim Helwani, Mountain View, CA (US);
Mehmet Umut Isik, Menlo Park, CA (US);
Ritwik Giri, Sunnyvale, CA (US);
Fangzhou Cheng, Mountain View, CA (US);
Aparna Pandey, Cupertino, CA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Systems, methods, and apparatuses for detecting anomalies using clusters are described. In some examples, a method includes receiving a request to perform anomaly detection using a plurality of clusters; receiving a data point; determining when the received data point is a part of one of the plurality of clusters utilizing a distance to centers of the one or more clusters, wherein: when the received data point is determined to belong to a normal cluster, assigning the received data point to the determined cluster, updating the cluster, and updating a history for the cluster, when the received data point is determined to belong to an anomalous cluster, raising an anomaly, updating the cluster, and updating a history for the cluster, and when the received data point is determined to not belong to any cluster, raising an anomaly.