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Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
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Forum Posts

Mihai1
by New Contributor III
  • 2463 Views
  • 3 replies
  • 4 kudos

Resolved! MLflow Model Serving on Azure Databricks General Availability

When is MLflow Model Serving on Azure Databricks expected to become General Available?

  • 2463 Views
  • 3 replies
  • 4 kudos
Latest Reply
User16764241763
Honored Contributor
  • 4 kudos

Hello Mihai,We plan to GA, Model serving by end of this year as we are working on a lot of improvements.

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Maverick1
by Valued Contributor II
  • 4548 Views
  • 8 replies
  • 14 kudos

Resolved! Real-time model serving and monitoring on Databricks at scale

How to deploy real-time model on databricks at scale? Right now, The model serving is very limited to 20 requests per second. Also, There are no model monitoring framework/graphs like the one's provided with AzureML or Sagemaker frameworks.

  • 4548 Views
  • 8 replies
  • 14 kudos
Latest Reply
sean_owen
Databricks Employee
  • 14 kudos

I believe the next update to serving will include 1, not 2 (this is still within a Databricks workspace in a region). I don't think multi-model endpoints are on the roadmap next.How does Airflow integration relate?

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