I can't RTFM on this because I can't find the documentation.

It looks like some of our queries are taking about 1 second per index shard 
per index.  

However, the drives are still have low utilization.  Around 10% ... so I'm 
trying to figure out how to improve performance.  My hunch is that I can 
get ES to do parallel dispatch so that it can execute more queries in 
parallel which the SSDs we're using should be able to handle.

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