Patent ID: 11907096
Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. A system for creating a resource management testing environment, the system comprising:
a processor; and
a memory device that stores program code to be executed by the processor, the program code comprising:
an initial database (DB) population generator configured to:
establish a model-defined initial population of databases in a database ring of a database system, the model-defined initial population of databases comprising a model-defined count of databases and proportions of different model-defined types of databases based on output of an initial database population model;

a DB population-change generator configured to:
generate a model-defined sequence of database population-change events that are used to change the population of the databases in the database ring over time based on output of a database population-change events model; and

an orchestration framework configured to:
perform a test of resource management in the database system based on the model-defined initial population of databases and the model defined populations of databases changed over time based on the output of the database population-change events model; and

a database ring grouping generator configured to:
generate a plurality of model-defined ring groups comprising at least the database ring based on output of a ring grouping model trained based on resource utilization metrics of a production database system,
wherein the database ring belongs to a classification that is based on at least one resource utilization metric dimension and at least one resource utilization metric level type defined based on the output of the ring grouping model.