Patent ID: 11972361
Assignee: SAMSUNG ELECTRONICS CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. A non-transitory computer readable medium implemented on a system for improving parameters for grouping an object input/output (IO), the non-transitory computer readable medium having computer code that is configured to implement a method comprising:
receiving a first object IO for a target device;
grouping the first object IO with one or more other object IOs using a first input parameter;
associating a tracking parameter with the first input parameter and with a performance parameter corresponding to the first input parameter;
storing a first data entry comprising the tracking parameter, the first input parameter, and the performance parameter in a database;
extracting the first data entry;
training a training model using the first data entry;
performing a model check to compare the training model to an inferencing model;
determining that the training model is more accurate than the inferencing model based on a comparison of a performance of the training model to a performance of the inferencing model;
updating the inferencing model by performing an inference with the training model; and
using the inferencing model to infer a second input parameter for grouping a second object IO in response to the performance parameter being outside an expected range.