Hi @pankshiv1809
To run application faster, we need to tune the resources, spark code and cluster. To solve any kind of performance issues, you need to go through the Spark UI and understand jobs, stages and executors. After that you need to tune the resources like driver and executor memory and no of executors and separate queue to process the data.
If you want to know other techniques raise the Cloudera case, we will help to further.