Where does Spark store RDD´s and Spark Dataframes within ongoing Spark Application

Question

Beginner here (first Question):

I am running Spark in Kubernetes as Standalone Spark Cluster Manager with two Spark Workers. I use Jupyter to set up Spark Applicatio