Hadoop is highly inefficient when using default MapReduce configuration. And a single Macbook Pro machine is much stronger than 7 c1.medium instances.

Bottom line - run the same thing over Apache Tez with a cluster that has the same computational resources as your laptop, and I'm pretty sure you'll see the same results.