Patent ID: 11876681
Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 12:
13. Computer storage media storing computer-useable instructions that, when used by a computing system, cause the computing system to perform actions comprising:
receiving an original topology that indicates a first design for an application, the first design being associated with a functionality for the application;
receiving experimental results corresponding to a fault-injection experiment performed on the original topology, the experimental results indicating a first resiliency score associated with the original topology;
providing the first resiliency score and the original topology to a machine learning (ML) model trained on resiliency scores for multiple different application topologies;
receiving as output from the ML model, a recommended topology that indicates an alternative design for the application, wherein the recommended topology is associated with a second resiliency score that is greater than the first resiliency score, and the alternative design is associated with the functionality for the application; and
providing the recommended topology.