Optimizing Hadoop for MapReduce (2014)
Chapter 1. Understanding Hadoop MapReduce
Chapter 2. An Overview of the Hadoop Parameters
Chapter 3. Detecting System Bottlenecks
Chapter 4. Identifying Resource Weaknesses
Chapter 5. Enhancing Map and Reduce Tasks
Chapter 6. Optimizing MapReduce Tasks
Chapter 7. Best Practices and Recommendations