This is what we do as well and it works fine. We do data processing and have a mix of processing which needs to completed in near real time and other processing which we have a bit more leeway on the time.

The real time processing runs on stable releases which are tags created off of a stable branch (as you have suggested) and all the other processing runs off the tip of master.