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. 11, 2020

Filed:

Dec. 24, 2018
Applicant:

Loom Systems Ltd., Tel Aviv, IL;

Inventors:

Dror Mann, Tel Aviv, IL;

Yaron Lehmann, Tel Aviv, IL;

Gabby Menahem, Petach Tikva, IL;

Assignee:

ServiceNow, Inc., Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/00 (2006.01); G06N 20/00 (2019.01); H04L 12/24 (2006.01); G06F 16/31 (2019.01); G06F 16/35 (2019.01); G06N 5/02 (2006.01); G06Q 30/00 (2012.01); G06Q 10/00 (2012.01); G06F 16/332 (2019.01); G06Q 10/04 (2012.01); G06F 11/30 (2006.01); G06Q 10/06 (2012.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 11/30 (2013.01); G06F 16/313 (2019.01); G06F 16/3329 (2019.01); G06F 16/35 (2019.01); G06N 5/02 (2013.01); G06Q 10/04 (2013.01); G06Q 10/06 (2013.01); G06Q 10/20 (2013.01); G06Q 30/01 (2013.01); H04L 41/0631 (2013.01);
Abstract

A system and method for predictive ticketing in information technology (IT) systems. The method includes extracting a plurality of features from monitoring data related to an IT system, wherein the plurality of features includes at least one incident parameter, wherein the monitoring data includes machine-generated textual data; applying a machine learning model to the extracted plurality of features, wherein the machine learning model is configured to output a suitable insight for an incident represented by the at least one incident parameter, wherein the suitable insight is selected from among a plurality of historical insights; and generating a predictive ticket based on the suitable insight, wherein the predictive ticket includes a textual description of an expected future symptom in the IT system.


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