Hello Nathalie
Greetings!
I'm glad that you were able to resolve your issue and thank you for posting your solution so that others experiencing the same thing can easily reference this!
Since the Microsoft Q&A community has a policy that "The question author cannot accept their own answer. They can only accept answers by others", I'll repost your solution.
Please click "Accept" the answer as original posters help the community find answers faster by identifying the correct answer.
Issue: Troubleshooting Azure Databricks to On-premises MS SQL Server VPN tunnel instability
Resolution: After you did some troubleshooting on the on-premises side, the problem appeared to be that the tunnel was going down due to the fact that it didn't observe traffic from data bricks to the on-premises server after hours. you resolved this by doing to things:
- Increasing the keep-alive job to a continuous job in Databricks
- Putting on a setting in the firewall that always keeps the phase 2 tunnel active despite no data is being processed
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