Welcome! We are excited you want to learn about ModelOp Center.
This guide introduces the core micro services that compose ModelOp Center, and explains the structure for the ModelOp Center Documentation Hub to help you find the information you need. If you have any questions, please click here reach out to the ModelOp Team.
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Core micro services:
Model ManageManager: service that collects and persists all of the metadata, execution, and test results about a model. This service is backed by a MongoDB for persistence, and provides the Model Catalog as well as all of the Model Details for each model.
MLC (model life cycle) Manager: service that orchestrates and manages all of the processes in a model’s entire history, from registration, to promotion, to production, to monitoring, and eventual retirement.
ModelOp Runtime: language and framework-agnostic model execution runtime, allowing for models of all types to be executed in batch, streaming, or REST mode.
Gateway: service that provides secure entry into all other core ModelOp services.
Registry: registration service for all other micro services within ModelOp Center, enabling automatic registration of new instances of core ModelOp Center services as well as on-going monitoring and management of each service.
Reporting: flexible service to allow for reporting from MLC Manager as well as other internal and external runtimes and services.
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