This document summarizes Hadoop MapReduce, including its goals of distribution and reliability. It describes the roles of mappers, reducers, and other system components like the JobTracker and TaskTracker. Mappers take input key-value pairs and produce intermediate output. Reducers receive intermediate keys and values to produce the final output. The JobTracker manages jobs and scheduling while the TaskTracker manages tasks on each node.