Hi,
You can use Databricks Jobs to run the same notebook multiple times in parallel. For this, you can create a Databricks Job for each activity, which allows you to execute the notebook concurrently with different parameters as needed.

You can refer to the official documentation here for more details:
https://docs.databricks.com/aws/en/jobs/for-each