@thehigherlife - I was thinking about the same thing recently (an announcement about FB becoming the biggest photo app on the planet). I found two great sources of information on this..
- http://highscalability.com/flickr-architecture
Very deep analysis of Flickr's arch from a couple of years ago - including a link to a presentation to Cal Henderson's slides. I'm surprised he got canned from Y! yesterday though!