thanks for the reply. 

Have you tried submit a spark job directly to Yarn using YarnClient. 
https://hadoop.apache.org/docs/r2.6.0/api/org/apache/hadoop/yarn/client/api/YarnClient.html

Not sure whether its performant and scalable?



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