Patents by Inventor Nikolaos Koulouris

Nikolaos Koulouris 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).

  • Dynamic compilation of machine learning models based on hardware configurations
    Patent number: 11657069
    Abstract: A database system may use a machine learning model creation system to create a machine learning model from data stored in the database system responsive to a request from a client. The database system may obtain an executable version of the machine learning model, based on an uncompiled hardware agnostic version of the machine learning model, according to the hardware configuration of one or more computing resources selected by the database system to perform requests to the database system that invoke the machine learning model to generate predictions.
    Type: Grant
    Filed: November 25, 2020
    Date of Patent: May 23, 2023
    Assignee: Amazon Technologies, Inc.
    Inventors: Balakrishnan Narayanaswamy, Gokul Soundararajan, Jiayuan Chen, Yannis Papakonstantinou, Vuk Ercegovac, George Constantin Caragea, Sriram Krishnamurthy, Nikolaos Koulouris
  • Integrating query optimization with machine learning model prediction
    Patent number: 11636124
    Abstract: A database system may include a machine learning model which may be used to perform various data analytics for data stored in the database system. In response to a request to invoke the machine learning model to generate a prediction from data stored in the database system, the database system may perform one or more optimization operations, as part of a query plan, to prepare the data to make it suitable for use by the machine learning model.
    Type: Grant
    Filed: November 25, 2020
    Date of Patent: April 25, 2023
    Assignee: Amazon Technologies, Inc.
    Inventors: Balakrishnan Narayanaswamy, Gokul Soundararajan, Jiayuan Chen, Yannis Papakonstantinou, Vuk Ercegovac, George Constantin Caragea, Sriram Krishnamurthy, Nikolaos Koulouris