The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 11, 2025
Filed:
Apr. 04, 2023
Dell Products L.p., Round Rock, TX (US);
Cheng Wang, Beijing, CN;
Bing Liu, Tianjin, CN;
DELL PRODUCTS L.P., Round Rock, TX (US);
Abstract
A method includes: 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. The method further includes: determining, by the machine learning model, input/output (I/O) utilization of the storage system for a future time period. The method further includes: 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. The method further includes: adjusting the performance of the storage system based on the determined I/O capacity. The embodiments of the present disclosure enable more effective resolution of the I/O spike problem without interrupting data backup or restoration services.