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:
Mar. 17, 2026

Filed:

Jul. 07, 2023
Applicant:

Red Hat, Inc., Raleigh, NC (US);

Inventors:

Paolo Antinori, Milan, IT;

Alessio Soldano, Milan, IT;

Leigh Griffin, Waterford, IE;

Assignee:

Red Hat, Inc., Raleigh, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/445 (2018.01); G06F 8/65 (2018.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G06F 8/65 (2013.01); G06N 5/022 (2013.01);
Abstract

A system and method of providing one or more predictive models to enhance decision-making capabilities regarding software updates in computing network systems. The method includes receiving a request for information indicating whether to upgrade an application executing on a node. The method includes providing a historical impact profile of the node to a predictive model trained to predict possible impacts on computing resources caused by version upgrades to applications using the computing resources. The method includes predicting, based on the predictive model, a possible impact to a computing resource of the node caused by a theoretical upgrade of the application. The method includes generating a risk score indicating whether to upgrade the application executing on the node of the computing network system based on status data of the computing resource of the node and the possible impact to the computing resource of the node.


Find Patent Forward Citations

Antinori, Paolo. (2026). Predictive model for application update decisions (U.S. Patent No. 12578951). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12578951

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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