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

Claim 15:
16. One or more computer-readable memory devices embodied with modules that are executable by a processor, the modules comprising:
a performance monitor configured to join telemetric data from various sources and calculate performance metrics of a cloud infrastructure based on the telemetric data;
an artificial intelligence (AI) modeling tool configured to model groups of cloud operational parameters for a cloud environment based on the performance metrics, each of the groups representing a different combination of the cloud operational parameters;
a machine learning (ML) model calibrated based on values of the cloud operational Parameters;
an experimenter configured to:
test each of the modeled groups in a server,
calculate a performance metric for each of the tested groups, the performance metric representing an operational efficiency of each tested group, and
select the tested group having a greatest operational efficiency; and

a deployment tool configured to deploy the selected set of the cloud operational parameters into the cloud environment.