Homomorphic encryption gets increasing attention lately, and for good reasons. Lots of the burdens from the initial proposals have been overcome and real applications become feasible. In this work, we propose a survey of the current best solutions together with a deep analysis of how to setup and size these schemes, for real. Our overall aim is to provide easy-to-use guidelines for implementation purposes.