Do you use Redis to cache your MongoDB content? Even if you add Redis, you may be storing just object ids and then populating them via Mongo. I want to know if MongoDB already caches items in main memory why introduce Redis? In the end you are anyway making a call to MongoDB.

Looking forward to getting some useful suggestions!