US 12,321,253 B2
Database simulation modeling framework
Zi Ye, Redmond, WA (US); Justin Grant Moeller, Eden Prairie, MN (US); Ya Lin, Bellevue, WA (US); and Willis Lang, Edina, MN (US)
Assigned to MICROSOFT TECHNOLOGY LICENSING, LLC, Redmond, WA (US)
Filed by Microsoft Technology Licensing, LLC, Redmond, WA (US)
Filed on Dec. 6, 2023, as Appl. No. 18/530,914.
Application 18/530,914 is a continuation of application No. 17/565,815, filed on Dec. 30, 2021, granted, now 11,907,096.
Prior Publication US 2024/0103994 A1, Mar. 28, 2024
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 16/00 (2019.01); G06F 11/30 (2006.01); G06F 11/34 (2006.01); G06F 16/21 (2019.01); G06F 16/27 (2019.01)
CPC G06F 11/3433 (2013.01) [G06F 11/3006 (2013.01); G06F 11/3457 (2013.01); G06F 16/217 (2019.01); G06F 16/27 (2019.01)] 20 Claims
OG exemplary drawing
 
1. 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:
a ring grouping generator configured to:
generate, by a ring grouping model trained based on resource utilization metrics of a production system, a plurality of model-defined ring groups that comprise a plurality of rings, the ring groups corresponding to different classes; and
perform at least one of
analysis on ring resource usage levels per class, or
roll out new features to a particular ring group class of the classes.