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:
Aug. 25, 2026
Filed:
May. 07, 2025
Cast Ai Group, Inc., Miami, FL (US);
Leonid Kuperman, North York, CA;
CAST AI Group, Inc., Miami, FL (US);
Abstract
A system for large language model (LLM) deployment dynamically provisions GPU resources across availability zones (AZs) to ensure scalable and cost-effective inference. The system initially provisions a node in a first cluster within a first AZ and receives a request to deploy an LLM. The system determines the GPU resource requirements for operating the LLM, then collects and analyzes real-time metrics—such as availability, pricing, and performance—across multiple alternative AZs containing diverse compute resources. Based on this analysis, the system selects a second AZ optimized for GPU resource efficiency and provisions a second node in a separate cluster. This second node is logically registered as a virtual node within the original cluster, allowing seamless deployment of the LLM while maintaining transparency and performance.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile