I have duplicated my submission to stack overflow below since it is exactly
the same question I would like to post here as well. Please don't judge me
too harshly for my laziness 

<http://apache-spark-user-list.1001560.n3.nabble.com/file/n25067/Screen_Shot_2015-10-14_at_3.png>
 

*The questions I am concerned with are the same ones listed in the
"QUESTIONS" section namely:*

*/1) Has anyone noticed anything similar to this? 
2) What is happening on the backend that could be causing this consumption
of resources and what could I do to avoid it?/*



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