Book Image

Apache Hadoop 3 Quick Start Guide

By : Hrishikesh Vijay Karambelkar
Book Image

Apache Hadoop 3 Quick Start Guide

By: Hrishikesh Vijay Karambelkar

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)

Key features of HDFS

In this section, we will go over some of the marquee features of HDFS that offer advantages for Hadoop users. We have already covered some of the features of HDFS in Chapter 1, Hadoop 3.0 - Background and Introduction, such as erasure coding and high availability, so we will not be covering them switch.

Achieving multi tenancy in HDFS

HDFS supports multi tenancy through its Linux-like Access Control Lists (ACLs) on its filesystem. The filesystem-specific commands are covered in the next section. When you are working across multiple tenants, it boils down to controlling access for different users through the HDFS command-line interface. So, the HDFS Administrator can add tenant spaces to HDFS through its...