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:
Sep. 01, 2026
Filed:
Oct. 11, 2024
Cast Ai Group, Inc., North Miami Beach, FL (US);
Leonid Kuperman, Toronto, CA;
Laurynas Stasys, Vilnius, LT;
CAST AI Group, Inc., Miami, FL (US);
Abstract
A scaling system receives a request for deploying a target application in a computing environment. The request includes performance metrics for deploying the target application. The computing environment may include a set of computing resources. The scaling system determines metadata associated with the target application. The metadata describes a workload for deploying the target application. The scaling system generates a state of the computing environment. The state may represent a status of the set of computing resources and the workload of the target application. The scaling system provides the generated state and the requested performance metrics as an input to a deep reinforcement learning (DRL) model to receive an action of allocating the set of computing resources. The scaling system receives an output from the DRL model. The output includes at least one action of allocating computing resources for deploying the target application in the computing environment.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile