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Optimizing Hadoop for MapReduce

  • Category: Computer
  • Author: Khaled Tannir
  • Pages: : 120 pages
  • File type: PDF

Read and download free eBook intituled Optimizing Hadoop for MapReduce in format PDF – : 120 pages created by Khaled Tannir.

This book introduces you to advanced MapReduce concepts and teaches you everything from identifying the factors that affect MapReduce job performance to tuning the MapReduce configuration. Based on real-world experience, this book will help you to fully utilize your cluster’s node resources to run MapReduce jobs optimally.

Starting with how MapReduce works and the factors that affect MapReduce performance, you will be given an overview of Hadoop metrics and several performance monitoring tools. Further on, you will explore performance counters that help you identify resource bottlenecks, check cluster health, and size your Hadoop cluster. You will also learn about optimizing map and reduce tasks by using Combiners and compression.

If you are a Hadoop administrator, developer, MapReduce user, or beginner, this book is the best choice available if you wish to optimize your clusters and applications. Having prior knowledge of creating MapReduce applications is not necessary, but will help you better understand the concepts and snippets of MapReduce class template code.

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Optimizing Hadoop for MapReduce

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