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:
May. 09, 2023
Filed:
Jan. 15, 2021
Optum Services (Ireland) Limited, Dublin, IE;
Vicente Ruben Del Pino Ruiz, Dublin, IE;
Hendrik Kleine, Dublin, IE;
OPTUM SERVICES (IRELAND) LIMITED, Dublin, IE;
Abstract
Embodiments of the present disclosure provide methods, apparatus, systems, computing devices, computing entities, and/or the like for optimized resource transformation given a set of resource optimization parameters. In accordance with one embodiment, a method is provided that includes: identifying a demand surge scenario associated with resource demand conditions; in response to identifying the scenario: determining a downgrade set of resources; determining whether a downgrade-only resource transformation scenario characterized by downgrade transformation of the downgrade set satisfies the conditions; and responsive to determining the downgrade-only resource transformation scenario fails to satisfy the conditions: identifying residual resources that are transformable to meet the conditions, processing the residual resources using a machine learning model characterized by the set of resource optimization parameters to generate resource priority scores, and generating a optimized resource transformation scenario from a scenario based at least in part on the resource priority scores and the downgrade-only resource transformation scenario.