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. 13, 2020
Filed:
Nov. 30, 2017
Applicant:
Amazon Technologies, Inc., Seattle, WA (US);
Inventor:
Gianluca Grilli, Dublin, IE;
Assignee:
Amazon Technologies, Inc., Seattle, WA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06N 20/00 (2019.01); G06F 16/35 (2019.01); G06F 40/205 (2020.01); G06F 40/242 (2020.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06F 16/35 (2019.01); G06F 40/205 (2020.01); G06F 40/242 (2020.01); G06F 40/284 (2020.01); G06N 20/00 (2019.01);
Abstract
An anomaly detection system is provided that obtains messages, log entries, or other information from computing resources in a distributed computing system. The messages may be compared to virtual messages generated during a training phase. The messages and the virtual messages may be compared using a spatial cosine similarity algorithm. A message may then be classified (e.g., as anomalous or not) based at least in part on the spatial cosine similarity between the message and the virtual message.