The key difference I see is not just likelihood of failure (an L3 cache is pretty much always going to be available), but characteristics of failure. A distribu

The key difference I see is not just likelihood of failure (an L3 cache is pretty much always going to be available), but characteristics of failure. A distributed system experiences partitions which it might recover from. That uncertainty around recovery actually makes it a whole lot more difficult to reason about.