Many Facebook applications are “toy” applications and not considered “worthwhile”. In this session, we will first show an example of a deep Facebook application that can support 100s of millions of records, delivers data to millions of users with acceptable latencies. We will look into the anatomy of this application and lead a discussion around what it takes to build scalable Facebook applications “in the cloud”.