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:
Jul. 21, 2026

Filed:

Apr. 22, 2025
Applicant:

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

Inventors:

Avinash Kumar, Patna, IN;

Roger M. Pepper, Plainville, MA (US);

Donna Barry Lewis, Holly Springs, NC (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/18 (2019.01); G06F 16/11 (2019.01); G06F 16/16 (2019.01); G06F 16/185 (2019.01);
U.S. Cl.
CPC ...
G06F 16/185 (2019.01); G06F 16/128 (2019.01); G06F 16/164 (2019.01);
Abstract

Metadata about files present at clients is collected. The metadata includes values for a set of features associated with the files. The values are normalized and centroids are calculated. For each file, a comparison is performed of a normalized value of a feature associated with a file against a respective centroid calculated for the feature. Based on the comparison, the file is or is not backed up. A machine learning model is applied to files that have been backed up to tier the backed up files.


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Kumar, Avinash. (2026). Ai-driven dynamic data exclusion engine for efficient cloud tiering in storage systems (U.S. Patent No. 12688163). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12688163

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

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