This document summarizes Amazon's Elastic MapReduce service. Elastic MapReduce allows users to run Hadoop/MapReduce jobs on Amazon Web Services infrastructure. It launches Hadoop clusters across Amazon EC2 instances and stores data in Amazon S3. The document provides step-by-step examples of using Elastic MapReduce to analyze Japanese Wikipedia data stored in S3, including counting article links,