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. 10, 2021

Filed:

Mar. 19, 2020
Applicant:

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

Inventors:

Prabodh Saha, Hyderabad, IN;

Amit Kumar Mall, Hyderabad, IN;

Manojkumar Haridas Shende, Kirkland, WA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/46 (2006.01); G06F 9/50 (2006.01); G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06F 9/48 (2006.01);
U.S. Cl.
CPC ...
G06F 9/5005 (2013.01); G06F 9/4881 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

The present approach relates to systems and methods for facilitating run time predictions for cloud-computing automated tasks (e.g., automated tasks), and using the predicted run time to schedule resource locking. A predictive model may predict the automated task run time based on historical run time to completion, and the run time may be updated using machine learning. Resource lock schedules may be determined for a queue of automated tasks utilizing the resource based on the predicted run time for the various types of automated tasks. The predicted run time may be used to reserve a resource for the given duration, such that the resource is not available for use for another task.


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