10 to 20% of the time queries take the better part of a second when only on one 
node and you indicate the queries are very similar in nature.

For that second do a lot of queries show up all at once or are they spaced out?
Do you see a spike in query requests?
Do you see the CPU max out?
Do you see queries get queued?
Can you run the same exact query regularly and still see the problem or only in 
a heterogeneous set do you get the issue?
Is there IO disk contention when they happen?

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