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

Claim 0:
1. A system for creating a resource management testing environment, the system comprising:
one or more processors; and
one or more memory devices that store program code to be executed by the one or more processors, 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, wherein the database population-change events model is trained based on production telemetry data to mimic behavior of a production system; 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.