Microsoft patents system that picks AI models based on cloud resources
Microsoft describes a method for setting up AI services in the cloud by checking available computer resources before choosing a model. The system matches the user's requirements with the hardware currently available to create a workable setup.
In the filing’s own words
Methods, apparatuses, and products for dynamic constraint-and resource-based artificial intelligence (AI) deployment provisioning, including: receiving a request to create an AI deployment in a cloud computing environment, wherein the request comprises one or more constraints for a selecting a model to be executed in the AI deployment; determining, in response to the request, a resource availability of the cloud computing environment; generating, based on the resource availability and one or more optimization objectives for the AI deployment, a deployment specification, including identifying a model that satisfies the one or more constraints and is able to be executed in the cloud computing environment based on the resource availability; and generating, in the cloud computing environment, the AI deployment based on the deployment specification.
What exactly they claim (claim 1)
1. A method of dynamic constraint-and resource-based artificial intelligence (AI) deployment provisioning, comprising: receiving a request to create an AI deployment in a cloud computing environment, wherein the request comprises one or more constraints for a selecting a model to be executed in the AI deployment; determining, in response to the request, a resource availability of the cloud computing environment; generating, based on the resource availability and one or more optimization objectives for the AI deployment, a deployment specification, including identifying a model that satisfies the one or more constraints and is able to be executed in the cloud computing environment based on the resource availability; and generating, in the cloud computing environment, the AI deployment based on the deployment specification.
Facts
- Company
- Microsoft (Microsoft Technology Licensing, LLC)
- Official title
- DYNAMIC CONSTRAINT- AND RESOURCE-BASED ARTIFICIAL INTELLIGENCE (AI) DEPLOYMENT PROVISIONING
- Publication number
- US20260268207A1
- Application number
- 19071464
- Filed
- Mar 5, 2025
- Published
- Sep 10, 2026
- Inventors
- 1
- Claims
- 20
Classified under
G06N 20/00 Physics & computingMore from Microsoft in AI & software
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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.