Ya that many shards will kill you. Shards is the largest user or ram, and on a single node there are very few times that having more than one makes sense, they are built to spread the load, but you have no where to spread to. That number of shards is using almost 3GB of RAM for each index rotation. How many shards should I have in my Elasticsearch cluster? | Elastic Blog
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