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:
Apr. 19, 2022

Filed:

Jun. 10, 2021
Applicants:

Adnan Maruf, Miami, FL (US);

Janki Bhimani, Miami, FL (US);

Ashikee Ghosh, Miami, FL (US);

Raju Rangaswami, Miami, FL (US);

Inventors:

Adnan Maruf, Miami, FL (US);

Janki Bhimani, Miami, FL (US);

Ashikee Ghosh, Miami, FL (US);

Raju Rangaswami, Miami, FL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 12/0804 (2016.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 12/0804 (2013.01); G06N 20/00 (2019.01); G06F 2212/1021 (2013.01);
Abstract

Systems and methods for dynamically placing data in a hybrid memory structure are provided. A machine learning (ML)-based, adaptive tiered memory system can actively monitor application memory to dynamically place the right data in the right memory tier at the right time. The memory system can use reinforcement learning to perform dynamic tier placement of memory pages.


Find Patent Forward Citations

Maruf, Adnan. (2022). Machine learning based tiered memory systems and methods (U.S. Patent No. 11307986). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11307986

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

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