Outbrain gave this week a practical talk about Hadoop, by one of their US Ops Engineers. They have an Hadoop cluster for genrating user-facing reports & analytics.
My summary:
http://www.mindmeister.com/75831919/hadoop-talk-nathan-milford-outbrain
Slides: