There's this idea floating around that we can scale out our data services "just in time". Proponents of cloud computing frequently tout this as an advantage of such a platform. Got a load spike? No problem, just spin up a few new instances to handle the demand. It's a great sounding story, but sadly, things don't quite work that way.
via NoSQL databases