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.

Date of Patent:
Dec. 10, 2024

Filed:

Dec. 08, 2022
Applicant:

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

Inventors:

Parminder Singh Sethi, Ludhiana, IN;

Madhuri Dwarakanath, Bangalore, IN;

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/00 (2006.01); G06F 11/07 (2006.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06F 11/0751 (2013.01); G06F 11/0727 (2013.01); G06N 20/20 (2019.01);
Abstract

Techniques for prediction of remaining life and failure of disks are disclosed. For example, a method comprises collecting operational data of a plurality of disks, and identifying at least one disk of the plurality of disks as failing based at least in part on a portion of the operational data associated with the at least one disk. Using one or more machine learning algorithms, a time period when the at least one disk will remain operational is predicted based at least in part on the portion of the operational data associated with the at least one disk. An operation to write contents of the at least one disk on at least one replacement disk is executed, wherein the operation is initiated at a time based at least in part on the predicted time period.


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