Patents by Inventor Pallavi THUMMALA

Pallavi THUMMALA 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 AND SYSTEM FOR PREDICTING AND OPTIMIZING RESOURCE UTILIZATION OF AI APPLICATIONS IN AN EMBEDDED COMPUTING SYSTEM
    Publication number: 20220066829
    Abstract: Disclosed herein is a method and an optimization unit for optimizing and/or improving efficiency of resource utilization in an embedded computing system executing Artificial Intelligence (AI) applications. The method includes: detecting, by an optimization unit comprising processing circuitry and/or executable program instructions configured in the embedded computing system, a launch of an AI application on the embedded computing system; retrieving a runtime profile corresponding to the AI application, the runtime profile indicating resource requirements for executing the AI application; and configuring a runtime environment of the embedded computing system for the AI application based on the runtime profile corresponding to the AI application.
    Type: Application
    Filed: November 8, 2021
    Publication date: March 3, 2022
    Inventors: Ashutosh PAVAGADA VISWESWARA, Pallavi THUMMALA, Chirag GIRDHAR, Alladi Ashok Kumar SENAPATI, Pradeep N S NELAHONNE SHIVAMURTHAPPA, Venkappa MALA