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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.:

US 12461652 B1

PDFFull Text
Date of Patent:
Nov. 04, 2025

Filed:

Jul. 18, 2023

System and method for machine learning-based data archiving in storage systems

Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Shaul Dar, Petach Tikva, IL;

Ramakanth Kanagovi, Bengaluru, IN;

Guhesh Swaminathan, Tamil Nadu, IN;

Rajan Kumar, Nawada, IN;

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorneys:

Brian J. Colandreo

Heath M. Sargeant

Holland & Knight LLP

Primary Examiner:

Brian R Peugh

Int. Cl.
CPC ...
G06F 3/06 (2006.01);
U.S. Cl.
CPC ...
G06F 3/061 (2013.01); G06F 3/0647 (2013.01); G06F 3/067 (2013.01);
Abstract

A method, computer program product, and computing system for processing a plurality of historical input/output (IO) requests associated with a plurality of storage objects of a storage system from a plurality of time intervals. The plurality of storage objects may be divided into a plurality of storage activity classes using a classification-based machine learning model and the plurality of historical IO requests. A next access time for each storage object may be forecasted based upon, at least in part, the plurality of storage activity classes.

Find Patent Forward Citations

Dar, Shaul. (2025). System and method for machine learning-based data archiving in storage systems (U.S. Patent No. 12461652). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12461652

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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