Instead of using merge() to update the existing cache value, delete() it. Populate local Memcached from a slave on GET requests rather than populating on master requests. Tombstoning prevents slave lagged data from getting into long-lived cache.
See https://etherpad.wikimedia.org/p/Flow-performance-2015-12-01