Model ml registry and model serving
AssigneeDatabricks, Inc.
InventorsAaron Daniel Davidson, Tomas Nykodym, Clemens Mewald
Life of this patent
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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.
Claims24
A system comprising:
- an interface configured to:
- receive a version of a model from a model registry;
- a processor 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 to generate an updated proxy, wherein the updated proxy indicates to redirect an indication to invoke the version of the model to the process;
- and
- a memory coupled to the processor and configured to provide the processor with instructions.
A method, comprising:
- receiving a version of a model from a model registry;
- storing the version of the model;
- starting, using a processor, a process running the version of the model;
- and
- updating a proxy with version information associated with the version of the model to generate an updated proxy, wherein the updated proxy indicates to redirect an indication to invoke the version of the model to the process.
A computer program product embodied in a non-transitory computer readable medium and comprising computer instructions for:
- receiving a version of a model from a model registry;
- storing the version of the model;
- starting a process running the version of the model;
- and
- updating a proxy with version information associated with the version of the model to generate an updated proxy, wherein the updated proxy indicates to redirect an indication to invoke the version of the model to the process.
Dependencies are inferred from the claim text.