Patent ID: 11880347
Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A computer-implemented method comprising:
accessing telemetric data of a cloud environment;
accessing operational parameters for the cloud environment;
modeling, by an artificial intelligence (AI) modeling tool, groups of the operational parameters for operating the cloud environment, each of the groups representing a different combination of the operational parameters;
calibrating a machine learning (ML) model based on values of the operational parameters;
testing each of the modeled groups in a server executing the calibrated ML model;
calculating a performance metric for each of the tested groups, the performance metric representing an operational efficiency of each tested group;
selecting the tested group having a greatest operational efficiency; and
deploying the selected group of the operational parameters into the cloud environment.