Increase Search speed in Elastic search

Do the search speed increase if i increase number of nodes, number of shards,number of replicas in elastic search ?

The answer is 'It depends'!

Please check the resources below:

https://www.elastic.co/elasticon/conf/2016/sf/quantitative-cluster-sizing

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