Caching

Cache-aside, read-through, write-through and write-behind differ in who talks to whom and therefore in who is responsible for keeping the cache honest — and every one of them has a window where the cache is wrong.

The hard part of caching is knowing when the cached value became wrong; the operational hazards are stampedes when many keys expire together and hot keys when one key gets a disproportionate share of traffic.