Patents by Inventor RITESH JALTARE

RITESH JALTARE 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).

  • Systems and methods of remote machine learning training with remote submission and execution through a coding notebook
    Patent number: 11625282
    Abstract: Systems and methods are provided for remote submission and execution of machine learning models. Embodiments in accordance with the present disclosure enable an instance of a notebook client running on a user terminal to remotely submit model code entered into the cells of the instance to a selected training cluster. The instance is instantiated without configuring the instance with a specific compute engine. A management system communicatively coupled to the user terminal and the training clusters maintains a data structure including configuration parameters for the training clusters. The instance receives a selection of a training cluster and is provided with the configuration parameters from the management system for the selected training cluster for attaching the training cluster to the instance.
    Type: Grant
    Filed: March 11, 2020
    Date of Patent: April 11, 2023
    Assignee: Hewlett Packard Enterprise Development LP
    Inventors: Kartik Mathur, Ritesh Jaltare, Saurabh Jogalekar
  • SYSTEMS AND METHODS OF REMOTE MACHINE LEARNING TRAINING WITH REMOTE SUBMISSION AND EXECUTION THROUGH A CODING NOTEBOOK
    Publication number: 20210286657
    Abstract: Systems and methods are provided for remote submission and execution of machine learning models. Embodiments in accordance with the present disclosure enable an instance of a notebook client running on a user terminal to remotely submit model code entered into the cells of the instance to a selected training cluster. The instance is instantiated without configuring the instance with a specific compute engine. A management system communicatively coupled to the user terminal and the training clusters maintains a data structure including configuration parameters for the training clusters. The instance receives a selection of a training cluster and is provided with the configuration parameters from the management system for the selected training cluster for attaching the training cluster to the instance.
    Type: Application
    Filed: March 11, 2020
    Publication date: September 16, 2021
    Inventors: KARTIK MATHUR, RITESH JALTARE, SAURABH JOGALEKAR