The document discusses Amazon EMR (Elastic MapReduce), which is a web service that allows users to easily run Hadoop clusters in the cloud. It describes how EMR allows users to launch Hadoop clusters on EC2 instances without having to install and maintain the software themselves. Users can then process and analyze large datasets using tools like Hive, Pig and HBase on the Hadoop clusters. The clusters can be scaled up or down automatically based on processing needs.