US 12,248,678 B2
Method, electronic device, and computer program product for adjusting performance of storage system
Cheng Wang, Beijing (CN); and Bing Liu, Tianjin (CN)
Assigned to DELL PRODUCTS L.P., Round Rock, TX (US)
Filed by DELL PRODUCTS L.P., Round Rock, TX (US)
Filed on Apr. 4, 2023, as Appl. No. 18/295,453.
Claims priority of application No. 202310135271.7 (CN), filed on Feb. 17, 2023.
Prior Publication US 2024/0281140 A1, Aug. 22, 2024
Int. Cl. G06F 12/00 (2006.01); G06F 3/06 (2006.01)
CPC G06F 3/061 (2013.01) [G06F 3/0634 (2013.01); G06F 3/0683 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method for adjusting performance of a storage system, comprising:
generating a machine learning model based on historical operation data of the storage system, the storage system being used for backing up and restoring data in a client;
determining, by the machine learning model, input/output (I/O) utilization of the storage system for a future time period;
determining, in response to determining that the I/O utilization exceeds a predetermined threshold at a first time instance in the future, an I/O capacity corresponding to the determined I/O utilization based on the determined I/O utilization; and
adjusting the performance of the storage system based on the determined I/O capacity.