Marko alerted me to this really cool video of a talk called "Building Graph Databases on AWS":
https://www.youtube.com/watch?v=FOLz-By0pTE I was most interested to learn of the use of Gremlin/Titan in Amazon's order fulfillment process and the ability to scale Titan DynamoDB to 100 billion vertices. Worth watching.