Github user Leemoonsoo commented on the pull request:

    https://github.com/apache/incubator-zeppelin/pull/703#issuecomment-188103224
  
    @khalidhuseynov Thanks for the opinion. Both UX and Performance point of 
view, which make sense to be default will be totally depends on the 
interpreters.
    
    For example, much higher resource will be required to use "separate 
interpreter per note" for SparkInterpreter, while it creates separate scala 
compiler instance per note.
    But for markdown interpreter or shell interpreter, resource requirement 
will be pretty much the same.
    
    And UX side, i was more focused on the providing the same default behavior 
to the previous version.


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