Patents by Inventor Pratyush Kumar Panda

Pratyush Kumar Panda 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).

  • Forecasting activity in software applications using machine learning models and multidimensional time-series data
    Patent number: 11922310
    Abstract: Certain aspects of the present disclosure provide techniques for predicting activity within a software application using a machine learning model. An example method generally includes generating a multidimensional time-series data set from time-series data associated with activity within a software application. The multidimensional time-series data set generally includes the time-series data organized based on a plurality of time granularities. Using a machine learning model and the generated multidimensional time-series data set, activity within the software application is predicted for one or more time granularities of the plurality of time granularities. Computing resources are allocated to execute operations using the software application based on the predicted activity within the software application.
    Type: Grant
    Filed: March 31, 2023
    Date of Patent: March 5, 2024
    Assignee: Intuit, Inc.
    Inventors: Bor-Chau Juang, Eyal Shafran, Pratyush Kumar Panda, Divya Beeram, Linxia Liao, Nicholas Johnson, Christiana Mei Hui Chen