Big Learning with Graphs by Joey Gonzalez by Marti Hearst.
From the post:
For those of you who follow the latest developments in the Big Data technology stack, you’ll know that GraphLab is the hottest technology for processing huge graphs in fast time. We got to hear the algorithms behind GraphLab 2 even before the OSDI crowd! Check it out:
For when you want to move up to parallel graph processing.