Patents by Inventor Ashikee Ghosh

Ashikee Ghosh has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Machine learning based tiered memory systems and methods
    Patent number: 11307986
    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.
    Type: Grant
    Filed: June 10, 2021
    Date of Patent: April 19, 2022
    Assignee: THE FLORIDA INTERNATIONAL UNIVERSITY BOARD OF TRUSTEES
    Inventors: Adnan Maruf, Janki Bhimani, Ashikee Ghosh, Raju Rangaswami