Patent ID: 11954345
Assignee: SAMSUNG ELECTRONICS CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. The key-value persistent storage device of claim 12, wherein the processing circuit being configured to use the first key-value pair, the first address of the first key-value pair, the second key-value pair, and the second address of the second key-value pair to train the machine learning model comprises the processing circuit being configured to train a first linear regression model to generate a first line based on the first key-value pair, the first address of the first key-value pair, the second key-value pair, and the second address of the second key-value pair, wherein the processing circuit being configured to determine the third address for the third key-value pair includes the processing circuit being configured to determine the third address for the third key-value pair based on the first line,
the processing circuit being further configured to:
determine that a difference between the third address for the third key-value pair determined by the machine learning model and a real address of the third key-value pair exceeds a threshold; and
in response to the processing circuit being configured to determine that the difference exceeds the threshold, train a second linear regression model to generate a second line based on a first subset of the key-value pairs.