Apache solr saved queries mvc app efficency

We have an apachensolr installation with no zookeeper. An MVC app retrieves search results.3rd to 4th search query slows the resultset.how do we fix this?I am assuming savedqueries results ( around 50,000) with some indexer technique will give me output.i hear zookeeper is slow on prem.we are not on the cloud

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