[akshayubhat]

Interesting! There is an open source Apache Mahout project for doing machine learning via hadoop. Also have a look at Vowpal wabbit an open source framework for fast SGD for online learning.

Also another interesting point is their use of boosting, since i recently attended a tech talk by facebook engineers where they told us that bagged decision trees while predicting the friends for a user.