Patents by Inventor Khushbu Rani

Khushbu Rani 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).

  • Rule-based data transformation using edge computing architecture
    Patent number: 11971900
    Abstract: A system for data processing using machine learning processing and distributed architecture is described. Specifically, proprietary data transformation rules to be applied for the data processing may be stored at edge computing devices, while the bulk of data processing may be performed at a central computing node that houses the databases. A subset of a data set, in the database, may be sent from the central computing node to the edge computing node. The edge computing node may generate a second data set based on applying data transformation rules to the subset of the data set. The central computing node may determine, using a machine learning (ML) algorithm and based on the subset of the data set and the second data set, the data transformation rules, which may then be applied to the rest of the data set.
    Type: Grant
    Filed: February 4, 2022
    Date of Patent: April 30, 2024
    Assignee: Bank of America Corporation
    Inventors: Raja Arumugam Maharaja, Khushbu Rani
  • Rule-Based Data Transformation Using Edge Computing Architecture
    Publication number: 20230252040
    Abstract: A system for data processing using machine learning processing and distributed architecture is described. Specifically, proprietary data transformation rules to be applied for the data processing may be stored at edge computing devices, while the bulk of data processing may be performed at a central computing node that houses the databases. A subset of a data set, in the database, may be sent from the central computing node to the edge computing node. The edge computing node may generate a second data set based on applying data transformation rules to the subset of the data set. The central computing node may determine, using a machine learning (ML) algorithm and based on the subset of the data set and the second data set, the data transformation rules, which may then be applied to the rest of the data set.
    Type: Application
    Filed: February 4, 2022
    Publication date: August 10, 2023
    Inventors: Raja Arumugam Maharaja, Khushbu Rani