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US 2021/0241088 A1Published application
Automated ml microservice and function generation for cloud native platforms
AssigneeEMC IP Holding Company LLC
InventorVictor Fong
Life of this patent
Estimating the term…
Abstract
One example method includes receiving, as an input, an ML pipeline definition, identifying a group of layers required to be created for the ML pipeline definition, for one of more of the layers, receiving input concerning one or more characteristics of the layer, creating the layers for which input has been received, and packaging the created layers with the ML pipeline definition to create a production-ready ML model.
Claims20
A method, comprising:
- receiving, as an input, an ML pipeline definition;
- identifying a group of layers required to be created for the ML pipeline definition;
- for one of more of the layers, receiving input concerning one or more characteristics of the layer;
- creating the layers for which input has been received;
- and
- packaging the created layers with the ML pipeline definition to create a production-ready ML model.
3 more elements
A non-transitory storage medium having stored therein instructions that are executable by one or more hardware processors to perform operations comprising:
- receiving, as an input, an ML pipeline definition;
- identifying a group of layers required to be created for the ML pipeline definition;
- for one of more of the layers, receiving input concerning one or more characteristics of the layer;
- creating the layers for which input has been received;
- and
- packaging the created layers with the ML pipeline definition to create a production-ready ML model.
3 more elements
Dependencies are inferred from the claim text.