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:
Jun. 07, 2022

Filed:

Jun. 18, 2020
Applicant:

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

Inventors:

Samir Mittal, Palo Alto, CA (US);

Anirban Ray, Santa Clara, CA (US);

Gurpreet Anand, Pleasanton, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 12/00 (2006.01); G06F 3/06 (2006.01); G06F 12/0811 (2016.01); G06F 13/16 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 3/0646 (2013.01); G06F 3/061 (2013.01); G06F 3/068 (2013.01); G06F 3/0658 (2013.01); G06F 12/0811 (2013.01); G06F 13/1694 (2013.01); G06N 3/08 (2013.01); G06F 2212/1021 (2013.01);
Abstract

A computing system having memory components of different tiers. The computing system further includes a controller, operatively coupled between a processing device and the memory components, to: receive from the processing device first data access requests that cause first data movements across the tiers in the memory components; service the first data access requests after the first data movements; predict, by applying data usage information received from the processing device in a prediction model trained via machine learning, second data movements across the tiers in the memory components; and perform the second data movements before receiving second data access requests, where the second data movements reduce third data movements across the tiers caused by the second data access requests.


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