Caching query results

Hello,

I am trying to cache the query results, by sending ?request_cache=true
also i can see that the cache size is increasing, but i don't see any improvement in response time.
Basically what is happening is, when we get a lot of requests, due to say a campaign, then the response time for ES queries is increasing from few ms to hundreds of ms.

Any guidance would be appreciated.

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