Ah, I had not thought of that, thanks. 

Interestingly, going to a smaller cluster seems to have worked around the
problem. We were running a 44-node cluster using 3 backups of the data.
Switching to two separate 22-node clusters, each with 1 backup, seems to
work just fine. Is there some limit to how large a cluster should be? 

@smovva - We were using c4.4xl instances, but switched to r4.2xl because we
had spare CPU but kept having memory problems. I suspect that there isn't a
"right" size to use, it just depends on the use case you have. 



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