Hadoop 3 Quick Start Guide is intended for those who wish to learn about Apache Hadoop version 3 in the quickest manner, including the most important areas of it, such as MapReduce, YARN, and HDFS. This book serves as a starting point for programmers who are looking to analyze datasets of any kind with the help of big data, quality teams who are interested in evaluating MapReduce programs with respect to their functionality and performance, administrators who are setting up enterprise-ready Hadoop clusters with horizontal scaling, and individuals who wish to enhance their expertise on Apache Hadoop version 3 to solve complex problems.
Apache Hadoop 3 Quick Start Guide
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Apache Hadoop 3 Quick Start Guide
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Overview of this book
Apache Hadoop is a widely used distributed data platform. It enables large datasets to be efficiently processed instead of using one large computer to store and process the data. This book will get you started with the Hadoop ecosystem, and introduce you to the main technical topics, including MapReduce, YARN, and HDFS.
The book begins with an overview of big data and Apache Hadoop. Then, you will set up a pseudo Hadoop development environment and a multi-node enterprise Hadoop cluster. You will see how the parallel programming paradigm, such as MapReduce, can solve many complex data processing problems.
The book also covers the important aspects of the big data software development lifecycle, including quality assurance and control, performance, administration, and monitoring.
You will then learn about the Hadoop ecosystem, and tools such as Kafka, Sqoop, Flume, Pig, Hive, and HBase. Finally, you will look at advanced topics, including real time streaming using Apache Storm, and data analytics using Apache Spark.
By the end of the book, you will be well versed with different configurations of the Hadoop 3 cluster.
Table of Contents (10 chapters)
Preface
Free Chapter
Hadoop 3.0 - Background and Introduction
Planning and Setting Up Hadoop Clusters
Deep Dive into the Hadoop Distributed File System
Developing MapReduce Applications
Building Rich YARN Applications
Monitoring and Administration of a Hadoop Cluster
Demystifying Hadoop Ecosystem Components
Advanced Topics in Apache Hadoop
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