Patents by Inventor Jibin Joseph PULIKHEEL

Jibin Joseph PULIKHEEL 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).

  • AUTO THROTTLING OF INPUT DATA AND DATA EXECUTION USING MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE
    Publication number: 20190179647
    Abstract: A method is for setting processing parameters for execution of an application program that runs on a multi-processor data processing system. Reinforcement learning is applied to sequentially propose configuration states for executing the application program. Each of the configuration states consists of: (a) a number of instances of the application program; (b) a number of dedicated processors; and (c) a quantity of dedicated memory. The reinforcement learning is allowed to reach an optimal configuration state. The application program is executed in the data processing system in accordance with the optimal configuration state.
    Type: Application
    Filed: December 13, 2017
    Publication date: June 13, 2019
    Inventors: Partha Pritam DEKA, Jibin Joseph PULIKHEEL