Patents by Inventor Aaron Daniel Davidson

Aaron Daniel Davidson 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).

  • MODEL ML REGISTRY AND MODEL SERVING
    Publication number: 20240152496
    Abstract: A system includes an interface, a processor, and a memory. The interface is configured to receive a version of a model from a model registry. The processor is configured to store the version of the model, start a process running the version of the model, and update a proxy with version information associated with the version of the model, wherein the updated proxy indicates to redirect an indication to invoke the version of the model to the process. The memory is coupled to the processor and configured to provide the processor with instructions.
    Type: Application
    Filed: November 17, 2023
    Publication date: May 9, 2024
    Inventors: Aaron Daniel Davidson, Clemens Mewald, Tomas Nykodym
  • Model ML registry and model serving
    Patent number: 11853277
    Abstract: A system includes an interface, a processor, and a memory. The interface is configured to receive a version of a model from a model registry. The processor is configured to store the version of the model, start a process running the version of the model, and update a proxy with version information associated with the version of the model, wherein the updated proxy indicates to redirect an indication to invoke the version of the model to the process. The memory is coupled to the processor and configured to provide the processor with instructions.
    Type: Grant
    Filed: January 31, 2023
    Date of Patent: December 26, 2023
    Assignee: Databricks, Inc.
    Inventors: Aaron Daniel Davidson, Tomas Nykodym, Clemens Mewald
  • Model ML registry and model serving
    Patent number: 11693837
    Abstract: A system includes an interface, a processor, and a memory. The interface is configured to receive a version of a model from a model registry. The processor is configured to store the version of the model, start a process running the version of the model, and update a proxy with version information associated with the version of the model, wherein the updated proxy indicates to redirect an indication to invoke the version of the model to the process. The memory is coupled to the processor and configured to provide the processor with instructions.
    Type: Grant
    Filed: May 19, 2021
    Date of Patent: July 4, 2023
    Assignee: Databricks, Inc.
    Inventors: Aaron Daniel Davidson, Tomas Nykodym, Clemens Mewald
  • Model ML Registry and Model Serving
    Publication number: 20230177031
    Abstract: A system includes an interface, a processor, and a memory. The interface is configured to receive a version of a model from a model registry. The processor is configured to store the version of the model, start a process running the version of the model, and update a proxy with version information associated with the version of the model, wherein the updated proxy indicates to redirect an indication to invoke the version of the model to the process. The memory is coupled to the processor and configured to provide the processor with instructions.
    Type: Application
    Filed: January 31, 2023
    Publication date: June 8, 2023
    Inventors: Aaron Daniel Davidson, Tomas Nykodym, Clemens Mewald
  • MODEL ML REGISTRY AND MODEL SERVING
    Publication number: 20220092043
    Abstract: A system includes an interface, a processor, and a memory. The interface is configured to receive a version of a model from a model registry. The processor is configured to store the version of the model, start a process running the version of the model, and update a proxy with version information associated with the version of the model, wherein the updated proxy indicates to redirect an indication to invoke the version of the model to the process. The memory is coupled to the processor and configured to provide the processor with instructions.
    Type: Application
    Filed: May 19, 2021
    Publication date: March 24, 2022
    Inventors: Aaron Daniel Davidson, Tomas Nykodym, Clemens Mewald