I need help regarding hardware configuration of my SolrCloud setup. most of
the queries to our SolrCloud are boolean queries involving 6-7 fields and
spatial and facet queries. currently for facet queries solr throws OOM
errors.

below are my solrcloud stats,
solr version 4.6.1
1 collection : 4 shards : each shard has one master and one replica
total documents : 700 million
total index size is 150 GB, i.e 37.5GB at each shard
total fields in index are 30,  25 fields are stored and indexed, remaining
are only indexed.
hardware of each solr node is quad-core cpu and 16 gb ram
JVM parameters : -XX:+UseParNewGC -XX:+UseConcMarkSweepGC -Xms8192M
-Xmx8192M

Now what we planned is instead of 4 shards we will create 8 shards of 32GB
ram and quad-core cpu, then each shard will have ~19GB of index. 

What will be correct approach here, creating 4 shards with 64 gb ram each or
creating 8 shards with 32 gb ram each?




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