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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