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:
Jan. 27, 2026

Filed:

Sep. 01, 2021
Applicant:

Micron Technology, Inc., Boise, ID (US);

Inventors:

Reshmi Basu, Boise, ID (US);

David A. Palmer, Boise, ID (US);

Jonathan S. Parry, Boise, ID (US);

Assignee:

Micron Technology, Inc., Boise, ID (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/46 (2006.01); G06F 9/50 (2006.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06F 9/5016 (2013.01); G06F 9/5033 (2013.01); G06F 9/5083 (2013.01); G06N 3/04 (2013.01);
Abstract

A method for data sequence prediction and resource allocation includes determining, by a memory system, a plurality of resource parameters associated with operation of the memory system and determining respective time intervals associated with usage patterns corresponding to the memory system, the respective time intervals being associated with one or more sets of the plurality of resource parameters. The method further includes determining, using the plurality of resource parameters, one or more weights for hidden layers of a neural network for the respective time intervals associated with the usage patterns and allocating computing resources within the memory system for use in execution of workloads based on the determined one or more weights for hidden layers of the neural network.


Find Patent Forward Citations

Basu, Reshmi. (2026). Data sequence prediction and resource allocation (U.S. Patent No. 12536040). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12536040

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

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