If you want to explore how to build an application for Apache Bigtop and then deploy it using EMR, have a look at this blog post I wrote for Amazon AWS:

http://blogs.aws.amazon.com/bigdata/post/TxNJ6YS4X6S59U/Building-and-Deploying-Custom-Applications-with-Apache-Bigtop-and-Amazon-EMR