Found this Facebook engineering video quite fascinating, a nicely detailed platform overview of FB's new real-time analytics system:
Watch live streaming video from facebookeducation at livestream.com
In the comment section, someone posted a link to a somewhat similar presentation from Twitter about their real-time solution::
(hello Johan!)