Book Image

Hadoop Essentials

By : Shiva Achari
Book Image

Hadoop Essentials

By: Shiva Achari

Overview of this book

This book jumps into the world of Hadoop and its tools, to help you learn how to use them effectively to optimize and improve the way you handle Big Data. Starting with the fundamentals Hadoop YARN, MapReduce, HDFS, and other vital elements in the Hadoop ecosystem, you will soon learn many exciting topics such as MapReduce patterns, data management, and real-time data analysis using Hadoop. You will also explore a number of the leading data processing tools including Hive and Pig, and learn how to use Sqoop and Flume, two of the most powerful technologies used for data ingestion. With further guidance on data streaming and real-time analytics with Storm and Spark, Hadoop Essentials is a reliable and relevant resource for anyone who understands the difficulties - and opportunities - presented by Big Data today. With this guide, you'll develop your confidence with Hadoop, and be able to use the knowledge and skills you learn to successfully harness its unparalleled capabilities.
Table of Contents (15 chapters)
Hadoop Essentials
Credits
About the Author
Acknowledgments
About the Reviewers
www.PacktPub.com
Preface
3
Pillars of Hadoop – HDFS, MapReduce, and YARN
Index

System management


Deploying, provisioning, managing, and monitoring a Hadoop cluster requires expert scripting knowledge and usually takes a good amount of effort and time manually, but is repetitive. For performing such activities in Hadoop, we can use tools such as Ambari.

Apache Ambari

Ambari can be used by application developers and system integrators for managing most of the administration activities in a Hadoop cluster. Ambari is an open source framework in the Hadoop ecosystem, which can be used for installing, provisioning, deployment, managing, and monitoring a Hadoop cluster. Ambari's main motive is to hide the complexity of the Hadoop cluster management and to provide a very easy and intuitive web UI. One key feature of Ambari is that it provides RESTful APIs, which can be used to integrate with other external tools for better management.