Patent ID: 11916807
Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC H

Claim 18:
19. A computer-readable storage medium having encoded thereon computer-readable instructions that when executed by a processing system cause a system to:
receive a resource requirement recommendation from a predictive model;
retrieve a system characteristic associated with currently available computing resources;
generate an activity dataset by sampling an active software deployment at the currently available computing resources for a predetermined timeframe;
generate a simulated computing environment based on the system characteristic and the activity dataset;
assign an instance of a pending software deployment to the simulated computing environment according to the resource requirement recommendation; and
analyze the instance of the pending software deployment within the simulated computing environment according to a plurality of test scenarios to determine a level of resource utilization of the resource requirement recommendation for each test scenario of the plurality of test scenarios.