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:
Oct. 24, 2023
Filed:
May. 02, 2022
Dell Products L.p., Round Rock, TX (US);
Dell Products L.P., Round Rock, TX (US);
Abstract
An apparatus comprises at least one processing device that includes a processor coupled to a memory. The at least one processing device is configured to determine a current state of a storage system, the current state of the storage system comprising two or more input-output (IO) performance metric values for the storage system, to generate, utilizing a reinforcement learning framework, an IO throttling recommendation for the storage system based at least in part on the current state of the storage system, to apply the IO throttling recommendation to the storage system, and to update the reinforcement learning framework based at least in part on a subsequent state of the storage system following the application of the IO throttling recommendation to the storage system.