I could try a different AWS instance.  Im running these tests on r4.8xlarge
boxes, which are pretty beefy and "ebs optimized".  I tried the same tests
using IO1 disks at 20,000 IOPS but still had issues.  

Dave with the i3 instances, were you using the local ssds?  Or still using
EBS?  



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