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I've gone through the great post[1] by Meltwater and a couple of things
caught my eye.

One of which is "The only thing we noticed inside Riak, that correlated
to the elevated load, was that it dropped its internal caching
structures, the ETS tables. This was pointing to a memory issue"

They don't mention what backend they're using but I'm guessing it's
LevelDB.  As far as I know Bitcask relies on file system caches[2] and
'memory' backend which is basically ETS tables isn't such a great idea
for persistence.

Since levelDB does indeed do caching[3] it's kind of clear that it's all
about it. I've mostly used Riak with Bitcask backend so I'm not familiar
with LevelDB inner plumbings.

What I would like to know is how they figured out that Riak is dropping
the levelDB backend caching. Was it simply monitoring ETS heap size[4]
or is there a metric available that I have overlooked?

Thanks,
Sam

[1]
http://underthehood.meltwater.com/blog/2015/04/14/riak-elasticsearch-and-numad-walk-into-a-red-hat/
[2] "Bitcask depends on filesystem caches"
http://docs.basho.com/riak/latest/ops/advanced/backends/bitcask/
[3] leveldb.maximum_memory.percent
http://docs.basho.com/riak/latest/ops/advanced/backends/leveldb/#Installing-eLevelDB
[4] memory_ets
http://docs.basho.com/riak/latest/ops/running/nodes/inspecting/
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