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machine learning · data modeling · monitoring

ML Monitoring Data Model

סוג ERDתקן Chen 1976 / Everest 1976 (crow's foot)מנוע schematex-erdעודכן 7.9.2026
ML Monitoring Data Model
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התרחיש

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

מה מופיע בתרשים הזה

פענחו את ההחלטות שמאחוריו.

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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