Monitor MLflow with Pulse Alerts

Pulse Alerts enable you to monitor the availability of the MLFlow component. ** Built-in (stock) alert: Enable to track when the Flink component becomes unreachable automatically.

MLflow Stock Alert

Pulse provides built-in (stock) alert with preconfigured filters and conditions. You can enable, disable, or modify the alert based on your monitoring needs. This is useful for detecting common failures, such as service unavailability.

Alert Name	Description	Configuration
MLflow Endpoint Check	Triggered when the MLflow Server component becomes unreachable or unresponsive, which can impact model tracking, experiment logging, and access to registered models.	Severity: "Critical", Execution Interval: "60"

View MLflow Alerts

In the Pulse UI, go to the Alerts page to monitor MLflow-specific alerts.
Select the Alert Type as MLflow from the dropdown to view the MLflow alerts.

Additional References

For the complete list of Pulse stock and predefined alerts, see Stock and Predefined Alerts.

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