Individual machine failure is not likely, but we're hypothesizing the need for multiple shards for high performance. So now we have more machines and so the probability of failure increases. So we need to add replication, but then we need to deal with data getting out of sync, etc.... As others have mentioned though, these issues only really become important at a certain scale.