This links to 703, which creates per-notebook interpreters and I'm now starting 
to see problems with. 

> On Mar 16, 2016, at 1:29 PM, sourav-mazumder <g...@git.apache.org> wrote:
> 
> Github user sourav-mazumder commented on the pull request:
> 
>    
> https://github.com/apache/incubator-zeppelin/pull/703#issuecomment-197444164
> 
>    Hi,
> 
>    I was just trying  some of these. Looks like with this solution there 
> would be queue built up for running multiple paragraphs in parallel for 
> Spark. And that essentially causes huge slowness when multiple paragraphs are 
> running in parallel. It is a big road block for multi-tenancy.
> 
>    My suggestion is to create multiple processes for Spark Interpreter but 
> limit it/link it to user instead of notebook. So for every user there should 
> be a separate interpreter process instead of for every notebook. As we are 
> also having PR on user authentication and authentication in place achieving 
> this should not be a problem.
> 
>    Regards,
>    Sourav
> 
> 
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