Patents by Inventor Chiranjeev Joshi

Chiranjeev Joshi 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).

  • METHOD FOR BUILDING MACHINE LEARNING MODELS FOR ARTIFICIAL INTELLIGENCE BASED INFORMATION TECHNOLOGY OPERATIONS
    Publication number: 20210406732
    Abstract: A method and system for forecasting resource utilization of an information technology system having a plurality of system components. The method includes classifying the plurality of system components based on at least one resource utilization metric. The method also includes determining at least one reference component in each class from among the components classified within the respective class. The method also includes building a representative machine learning model for each reference component in each class. The method also includes applying the representative machine learning model to all system components within the respective class. Applying the representative machine learning model to all system components within the respective class forecasts the resource utilization of all system components in the information technology system without building a machine learning model for each system component in the information technology system.
    Type: Application
    Filed: February 17, 2021
    Publication date: December 30, 2021
    Applicant: unisys corporation
    Inventors: Pavan Thatha, Ruma Mukherjee, Soma Kohli, Chiranjeev Joshi, Amanpreet Singh