Was scanning through the facebook team’s engineering blog recently. Although it’s not updated very frequently, there’s some good technical discussion of the engineering behind Facebook, and what it takes to make the site work.
In particular I found this discussion Scaling Out by Jason Sobel. He talks about the cache coherency challenges they had, and how they used MySQL & memcache to get the job done.