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. 09, 2021

Filed:

Jul. 06, 2017
Applicant:

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

Inventors:

Dustin Garvey, Exeter, NH (US);

Sampanna Shahaji Salunke, Dublin, CA (US);

Uri Shaft, Fremont, CA (US);

Amit Ganesh, San Jose, CA (US);

Sumathi Gopalakrishnan, Redwood Shores, CA (US);

Assignee:

Oracle International Corporation, Redwood Shores, CA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2006.01); G08B 21/18 (2006.01); G06N 5/04 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); G06N 5/045 (2013.01); G06N 20/00 (2019.01); G08B 21/182 (2013.01);
Abstract

Techniques are described for generating predictive alerts. In one or more embodiments, a seasonal model is generated, the seasonal model representing one or more seasonal patterns within a first set of time-series data, the first set of time-series data comprising data points from a first range of time. A trend-based model is also generated to represent trending patterns within a second set of time-series data comprising data points from a second range of time that is different than the first range of time. A set of forecasted values is generated based on the seasonal model and the trend-based model. Responsive to determining that a set of alerting thresholds has been satisfied based on the set of forecasted values, an alert is generated.


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