Patents by Inventor Gopal Narayanan

Gopal Narayanan 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 (ML)-based resource utilization prediction and management engine
    Patent number: 12585501
    Abstract: Systems and methods for optimizing resource utilization in a computing system are provided. Methods include compiling training data, running a machine-learning (ML) model using the training data to determine a set of resource parameters, receiving a request to schedule the computing job on the computing system, computing, for each of a plurality of potential runtimes, an amalgam distance value, selecting the potential runtime with the optimal distance value for scheduling the computing job, and generating a job execution schedule based on the selected potential runtime.
    Type: Grant
    Filed: February 21, 2022
    Date of Patent: March 24, 2026
    Assignee: Bank of America Corporation
    Inventors: Gopal Narayanan, Paparayudu Anaparti, Vishnu Vardhan Sarva, Sai Karthik Nanduri, Saikiran Gunti
  • MACHINE-LEARNING (ML)-BASED RESOURCE UTILIZATION PREDICTION AND MANAGEMENT ENGINE
    Publication number: 20230267009
    Abstract: Systems and methods for optimizing resource utilization in a computing system are provided. Methods include compiling training data, running a machine-learning (ML) model using the training data to determine a set of resource parameters, receiving a request to schedule the computing job on the computing system, computing, for each of a plurality of potential runtimes, an amalgam distance value, selecting the potential runtime with the optimal distance value for scheduling the computing job, and generating a job execution schedule based on the selected potential runtime.
    Type: Application
    Filed: February 21, 2022
    Publication date: August 24, 2023
    Inventors: Gopal Narayanan, Paparayudu Anaparti, Vishnu Vardhan Sarva, Sai Karthik Nanduri, Saikiran Gunti