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:
Feb. 10, 2026

Filed:

Dec. 20, 2023
Applicant:

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

Inventors:

Efrat Barkai, Givatayim, IL;

Yafit Segal, Petah Tikva, IL;

Neta Hasdai-Rippa, Tel Aviv, IL;

Nir Arazy, Tel Aviv, IL;

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); A61B 5/02 (2006.01); G06V 10/25 (2022.01); H04L 9/40 (2022.01); H04L 41/16 (2022.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); A61B 5/02028 (2013.01); G06V 10/25 (2022.01); H04L 41/16 (2013.01); H04L 63/1425 (2013.01);
Abstract

Time-series data is received. Using an identifier of the time-series data, contextual reference anomaly detection parameters are identified from a repository. A data trend of the time-series data is classified. Based on the classified data trend, a type of model to be generated for the time-series data is selected and a model having generated anomaly detection parameters is generated. A history of anomaly detection parameters determined for the time-series data is identified, and the generated anomaly detection parameters are adjusted based on the contextual reference anomaly detection parameters and the history of anomaly detection parameters.


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