US 12,619,400 B2Granted

Management of a multi-layer model platform

AssigneeCapital One Services, LLC

InventorsZhen Hou, Jake Lowell Blitch, Sreekanth Chinthagunta, Antonio Valdes Cento

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Abstract

In some implementations, a system may obtain, using a configuration manager, a configuration file associated with a multi-layer model platform, the configuration file comprising one or more parameter values associated with one or more parameters, wherein the one or more parameters are associated with at least one data source, at least one model algorithm, a model structure, at least one model running environment, and at least one model dependency. The system may generate, using the configuration manager in association with the configuration file, a multi-layer model instance. The system may deploy the multi-layer model instance in the at least one model running environment.

Claims20

Dependent claims

A system for management of a multi-layer model platform, the system comprising:

one or more memories;
and
one or more processors, communicatively coupled to the one or more memories, configured to:
obtain, via a user interface associated with a configuration manager, user input indicative of one or more parameter values associated with one or more parameters of a single configuration file associated with the multi-layer model platform,
wherein the one or more parameters are associated with at least one data source, at least one model algorithm, a model structure, at least one model running environment, and at least one model dependency;
process, using the configuration manager, the single configuration file to identify, for a multi-layer model instance, the at least one data source, the at least one model algorithm, the model structure, the at least one model running environment, and the at least one model dependency;
generate, using the configuration manager in association with the single configuration file, the multi-layer model instance, wherein the one or more processors, to generate the multi-layer model instance, are configured to:
access, from a code library, one or more executable code components associated with the at least one model algorithm;
access, from a data store, at least one set of data associated with the at least one data source;
and
assemble the multi-layer model instance in association with the model structure and the at least one model dependency,
wherein the one or more processors to assemble the multi-layer model instance, are configured to:
establish model dependencies that include communication of parameters, of the one or more parameters, between different layers of the multi-layer model instance;
and
deploy the multi-layer model instance in the at least one model running environment.

12 more elements

A non-transitory computer-readable medium storing a set of instructions, the set of instructions comprising:

one or more instructions that, when executed by one or more processors of a device, cause the device to:
obtain, via a user interface associated with a configuration manager, user input indicative of one or more parameter values associated with one or more parameters of a single configuration file associated with a multi-layer model platform, wherein the one or more parameters are associated with at least one data source, at least one model algorithm, a model structure, at least one model running environment, and at least one model dependency;
generate, using the configuration manager in association with the single configuration file, a multi-layer model instance,
wherein the one or more instructions, that cause the device to generate the multi-layer model instance, cause the device to:
establish model dependencies that include communication of parameters, of the one or more parameters, between different layers of the multi-layer model instance;
and
deploy the multi-layer model instance in the at least one model running environment.

4 more elements

Dependencies are inferred from the claim text.