Error when running a spark-scala jar on EMR Serverless

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I am new to EMR-serverless. I was able to successfully run a Pyspark job.

But when I tried running the spark-scala jar and submitted the job-run, the executors are unable to be launched. Below is the error I am encountering :

Executor removed. Reason : Unable to create executor due to : Unable to register with external shuffle server.

This error definitely is related to the Spark dynamic allocation where external shuffle service is required to be turned on. But I am unable to get the fix for this solution.

Would be great if someone could help me in the same. Thanks.enter image description here

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