http://www.slideshare.net/cloudera/top-5-mistakes-to-avoid-when-writing-apache-spark-applications

there is a section that is connected to your question

On 23 February 2016 at 16:49, Alex Dzhagriev <dzh...@gmail.com> wrote:

> Hello all,
>
> Can someone please advise me on the pros and cons on how to allocate the
> resources: many small heap machines with 1 core or few machines with big
> heaps and many cores? I'm sure that depends on the data flow and there is
> no best practise solution. E.g. with bigger heap I can perform map-side
> join with bigger table. What other considerations should I keep in mind in
> order to choose the right configuration?
>
> Thanks, Alex.
>

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