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    MODEL ML REGISTRY AND MODEL SERVING
    1.
    发明公开
    MODEL ML REGISTRY AND MODEL SERVING 审中-公开

    公开(公告)号：US20240152496A1

    公开(公告)日：2024-05-09

    申请号：US18512028

    申请日：2023-11-17

    Applicant: Databricks, Inc.

    Inventor： Aaron Daniel Davidson ,  Clemens Mewald ,  Tomas Nykodym

    IPC: G06F16/21 ,  G06F16/955

    CPC classification number: G06F16/219 ,  G06F16/955 ,  G06N5/022

    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.

    FEATURE STORE WITH INTEGRATED TRACKING
    2.
    发明公开
    FEATURE STORE WITH INTEGRATED TRACKING 审中-公开

    公开(公告)号：US20230177072A1

    公开(公告)日：2023-06-08

    申请号：US18162625

    申请日：2023-01-31

    Applicant: Databricks, Inc.

    Inventor： Mani Parkhe ,  Clemens Mewald ,  Matei Zaharia ,  Avesh Singh

    IPC: G06F16/28 ,  G06F30/27

    CPC classification number: G06F16/288 ,  G06F30/27

    Abstract: The present application discloses a method, system, and computer system for managing a plurality of features and storing lineage information pertaining to the features. The method includes obtaining one or more datasets, determining a first feature, wherein the first feature is determined based at least in part on the one or more datasets, and storing the first feature in a feature store. The first feature is stored in association with a dataset indication of the one or more datasets from which the first feature is determined. The feature store comprises a plurality of features.

    MODEL ML REGISTRY AND MODEL SERVING
    3.
    发明申请
    MODEL ML REGISTRY AND MODEL SERVING 有权

    公开(公告)号：US20250021536A1

    公开(公告)日：2025-01-16

    申请号：US18885322

    申请日：2024-09-13

    Applicant: Databricks, Inc.

    Inventor： Aaron Daniel Davidson ,  Clemens Mewald ,  Tomas Nykodym

    IPC: G06F16/21 ,  G06F16/955 ,  G06N5/022

    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.

    MODEL ML REGISTRY AND MODEL SERVING
    4.
    发明申请
    MODEL ML REGISTRY AND MODEL SERVING 有权

    公开(公告)号：US20220092043A1

    公开(公告)日：2022-03-24

    申请号：US17324907

    申请日：2021-05-19

    Applicant: Databricks Inc.

    Inventor： Aaron Daniel Davidson ,  Tomas Nykodym ,  Clemens Mewald

    IPC: G06F16/21 ,  G06F16/955

    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.

    Model ML registry and model serving
    5.
    发明授权
    Model ML registry and model serving 有权

    公开(公告)号：US11853277B2

    公开(公告)日：2023-12-26

    申请号：US18162579

    申请日：2023-01-31

    Applicant: Databricks, Inc.

    Inventor： Aaron Daniel Davidson ,  Tomas Nykodym ,  Clemens Mewald

    IPC: G06F16/00 ,  G06F16/21 ,  G06F16/955 ,  G06N5/022

    CPC classification number: G06F16/219 ,  G06F16/955 ,  G06N5/022

    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.

    Model ML registry and model serving
    6.
    发明授权
    Model ML registry and model serving 有权

    公开(公告)号：US11693837B2

    公开(公告)日：2023-07-04

    申请号：US17324907

    申请日：2021-05-19

    Applicant: Databricks, Inc.

    Inventor： Aaron Daniel Davidson ,  Tomas Nykodym ,  Clemens Mewald

    IPC: G06F16/00 ,  G06F16/21 ,  G06F16/955 ,  G06N5/022

    CPC classification number: G06F16/219 ,  G06F16/955 ,  G06N5/022

    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.

    Model ML registry and model serving
    7.
    发明授权
    Model ML registry and model serving 有权

    公开(公告)号：US12117983B2

    公开(公告)日：2024-10-15

    申请号：US18512028

    申请日：2023-11-17

    Applicant: Databricks, Inc.

    Inventor： Aaron Daniel Davidson ,  Clemens Mewald ,  Tomas Nykodym

    IPC: G06F16/00 ,  G06F16/21 ,  G06F16/955 ,  G06N5/022

    CPC classification number: G06F16/219 ,  G06F16/955 ,  G06N5/022

    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.

    Model ML Registry and Model Serving
    8.
    发明公开
    Model ML Registry and Model Serving 审中-公开

    公开(公告)号：US20230177031A1

    公开(公告)日：2023-06-08

    申请号：US18162579

    申请日：2023-01-31

    Applicant: Databricks, Inc.

    Inventor： Aaron Daniel Davidson ,  Tomas Nykodym ,  Clemens Mewald

    IPC: G06F16/21 ,  G06F16/955

    CPC classification number: G06F16/219 ,  G06F16/955 ,  G06N5/022

    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.

    FEATURE STORE WITH INTEGRATED TRACKING
    9.
    发明申请
    FEATURE STORE WITH INTEGRATED TRACKING 有权

    公开(公告)号：US20220374457A1

    公开(公告)日：2022-11-24

    申请号：US17514997

    申请日：2021-10-29

    Applicant: Databricks Inc.

    Inventor： Mani Parkhe ,  Clemens Mewald ,  Matei Zaharia ,  Avesh Singh

    IPC: G06F16/28 ,  G06F30/27

    Abstract: The present application discloses a method, system, and computer system for managing a plurality of features and storing lineage information pertaining to the features. The method includes obtaining one or more datasets, determining a first feature, wherein the first feature is determined based at least in part on the one or more datasets, and storing the first feature in a feature store. The first feature is stored in association with a dataset indication of the one or more datasets from which the first feature is determined. The feature store comprises a plurality of features.

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