Patents by Inventor VANISHREE KATTISHETTI

VANISHREE KATTISHETTI 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).

  • Optimized allocation of tasks in heterogeneous computing systems
    Patent number: 10628223
    Abstract: A method and system for automatically optimizing task allocation in heterogeneous computing systems is disclosed. The system comprises a plurality of target processing elements and a host processor. The host processor is configured to receive one or more requests from one or more applications for task allocation. During compilation, a virtualizer extracts parameters of kernels of the one or more applications and receives the architectures of the plurality of target processing elements. The virtualizer comprises a device conformability module and a mapping module. The device conformability module provides a prediction on execution time of the kernels for each of the architectures based on the parameters. The mapping module compares the predictions and indicates a ranking of the plurality of target processing elements based on least execution time for each of the kernels and determines a combination of the plurality of target processing elements based on the mapping prediction to optimize the task allocation.
    Type: Grant
    Filed: August 22, 2018
    Date of Patent: April 21, 2020
    Assignee: AMRITA VISHWA VIDYAPEETHAM
    Inventors: Madhura Purnaprajna, Vanishree Kattishetti
  • OPTIMIZED ALLOCATION OF TASKS IN HETEROGENEOUS COMPUTING SYSTEMS
    Publication number: 20190065271
    Abstract: A method and system for automatically optimizing task allocation in heterogeneous computing systems is disclosed. The system comprises a plurality of target processing elements and a host processor. The host processor is configured to receive one or more requests from one or more applications for task allocation. During compilation, a virtualizer extracts parameters of kernels of the one or more applications and receives the architectures of the plurality of target processing elements. The virtualizer comprises a device conformability module and a mapping module. The device conformability module provides a prediction on execution time of the kernels for each of the architectures based on the parameters. The mapping module compares the predictions and indicates a ranking of the plurality of target processing elements based on least execution time for each of the kernels and determines a combination of the plurality of target processing elements based on the mapping prediction to optimize the task allocation.
    Type: Application
    Filed: August 22, 2018
    Publication date: February 28, 2019
    Applicant: AMRITA VISHWA VIDYAPEETHAM
    Inventors: MADHURA PURNAPRAJNA, VANISHREE KATTISHETTI