Thanks! We use WP Engine to host the site, which they have a pretty nice system set in place to host WordPress. They have a page on their system architecture here: http://wpengine.com/our-infrastructure/
Basically, it just comes down to caching in a brilliant way. But other than that, we did not do anything special to WordPress itself.