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:
Jun. 22, 2021

Filed:

Sep. 08, 2017
Applicant:

Oracle International Corporation, Redwood Shores, CA (US);

Inventors:

Sreeji Das, Fremont, CA (US);

Jae Young Yoon, San Mateo, CA (US);

Dhileeban Kumaresan, Hyderabad, IN;

Venktesh Alvenkar, Hyderabad, IN;

Adrienne Wong, Foster City, CA (US);

Assignee:

Oracle International Corporation, Redwood Shores, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/30 (2006.01); G06N 20/00 (2019.01); G06F 16/22 (2019.01); G06F 16/23 (2019.01); G06F 16/955 (2019.01);
U.S. Cl.
CPC ...
G06F 16/22 (2019.01); G06F 11/3055 (2013.01); G06F 16/23 (2019.01); G06F 16/955 (2019.01); G06N 20/00 (2019.01);
Abstract

A set of field values corresponding to a set of underlying fields are extracted from individual log messages. A space of potential values for underlying field(s) is identified. The space of potential values is segmented into value subspaces. Each value subspace is automatically associated with a category name. A definition for the new categorical field is generated, which indicates how a categorical value of the new categorical field depends on value(s) of the underlying field(s). For each log message, a categorical value is determined for the new categorical field based on the definition and the one or more values of the one or more underlying fields extracted from the log message. A presentation is generated that represents, for each log message, the particular category name corresponding to the categorical value determined for the log message.


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