Hi,
   Use these tips for memory planning:
https://apacheignite.readme.io/docs/capacity-planning#memory-capacity-planning-example

 https://apacheignite.readme.io/docs/capacity-planning#capacity-planning-faq 
(this has a spreadsheet w/capacity calculator)


 You could make you cache partitioned, and use compute jobs to run the query
simultaneously on multiple machines then reduce the results to have only the
top 50.

   see: https://apacheignite.readme.io/docs/compute-grid
    https://apacheignite.readme.io/docs/compute-tasks
   https://apacheignite.readme.io/docs/cache-modes
Thanks, Alex



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