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.
Patent No.:
Date of Patent:
Feb. 24, 2026
Filed:
May. 26, 2021
Red Hat, Inc., Raleigh, NC (US);
Fridolin Pokorny, Brno, CZ;
Christoph Goern, Grasbrunn, DE;
Red Hat, LLC, Raleigh, NC (US);
Abstract
Methods and systems for optimizing models for deployment based on similar models. In one embodiment, a method is provided that includes receiving a model for deployment in a computing environment and extracting a plurality of operations from the model. The operations may be categorized based on predefined operation categories to form categorized operations and a model summary score may be calculated based on the categorized operations. A similar model may be identified with a similar model summary score to the model similarity score of the model. The model may be updated based on an optimization operation performed on the similar model and the model may be deployed within the computing environment.