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ML Monitoring Data Model

유형 ERD표준 Chen 1976 / Everest 1976 (crow's foot)엔진 schematex-erd업데이트됨 2026. 9. 7.
ML Monitoring Data Model
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상황

A data platform team needs a relational schema to track ML experiments, training runs, metrics, datasets, model versions and monitoring alerts.

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01

Separate Run and ModelVersion to link training runs to registered model artifacts

02

Use a RunDataset join table to model many-to-many dataset usage across runs

03

Attach alerts to model versions for metric-threshold monitoring

Reusable for ML experiment tracking, model registry backends, and model monitoring dashboards.

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