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Where is MLflow tracking server located?

Anonymous
Not applicable

Where exactly is the MLFlow Tracking Server that is managed by Databricks located? Is it provisioned on the same instances as the Databricks cluster (ie. is it part of the EC2 cluster, or is it some standalone service )?

1 ACCEPTED SOLUTION

Accepted Solutions

sean_owen
Honored Contributor II
Honored Contributor II

It's run in the Databricks 'control plane', not within a particular cluster, and not within the customer's account. Databricks manages it and the metadata it stores, but artifact data is still stored in DBFS and thus in the customer's storage account.

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2 REPLIES 2

sean_owen
Honored Contributor II
Honored Contributor II

It's run in the Databricks 'control plane', not within a particular cluster, and not within the customer's account. Databricks manages it and the metadata it stores, but artifact data is still stored in DBFS and thus in the customer's storage account.

User15787040559
New Contributor III

The previous answer is applicable for managed MLflow as part of Databricks Machine Learning.

For Open Source MLflow please see the 4 different scenarios described in the Open Source MLflow website https://mlflow.org/docs/latest/tracking.html#how-runs-and-artifacts-are-recorded.

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