Memcached keys can get hot. I mean real hot to the point that it can hinder your server performance. Below is one of the screenshots of an app in new relic

Of course the application ends up in flames as the key gets too hot to handle

So how do one solve the issue of hot keys?

Identify the hot keys using MCTOP