Browse Library
Sign In Start Free Trial
Close icon Search icon
Account
Browse Library Sign In Start Free Trial

Add to playlist

Create a Playlist

Modal Close icon
You need to login to use this feature.
  • Book Overview & Buying Apache Hadoop 3 Quick Start Guide
  • Table Of Contents Toc
Apache Hadoop 3 Quick Start Guide

Apache Hadoop 3 Quick Start Guide

By : Vijay Karambelkar
Buy this Book
close
close
Apache Hadoop 3 Quick Start Guide

Apache Hadoop 3 Quick Start Guide

By: Vijay Karambelkar
Buy this Book

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)
close
close
close
Preface
Icon
Preface
Icon
Who this book is for
Icon
What this book covers
Icon
To get the most out of this book
Icon
Get in touch
Lock Free Chapter
1
Hadoop 3.0 - Background and Introduction
Icon
Hadoop 3.0 - Background and Introduction
Icon
How it all started
Icon
What Hadoop is and why it is important
Icon
How Apache Hadoop works
Icon
Hadoop 3.0 releases and new features
Icon
Choosing the right Hadoop distribution
Icon
Summary
2
Planning and Setting Up Hadoop Clusters
Icon
Planning and Setting Up Hadoop Clusters
Icon
Technical requirements
Icon
Prerequisites for Hadoop setup
Icon
Running Hadoop in standalone mode
Icon
Setting up a pseudo Hadoop cluster
Icon
Planning and sizing clusters
Icon
Setting up Hadoop in cluster mode
Icon
Diagnosing the Hadoop cluster
Icon
Summary
3
Deep Dive into the Hadoop Distributed File System
Icon
Deep Dive into the Hadoop Distributed File System
Icon
Technical requirements
Icon
How HDFS works
Icon
Key features of HDFS
Icon
Data flow patterns of HDFS
Icon
HDFS configuration files
Icon
Hadoop filesystem CLIs
Icon
Working with data structures in HDFS
Icon
Summary
4
Developing MapReduce Applications
Icon
Developing MapReduce Applications
Icon
Technical requirements
Icon
How MapReduce works
Icon
Configuring a MapReduce environment
Icon
Understanding Hadoop APIs and packages
Icon
Setting up a MapReduce project
Icon
Deep diving into MapReduce APIs
Icon
Compiling and running MapReduce jobs
Icon
Streaming in MapReduce programming
Icon
Summary
5
Building Rich YARN Applications
Icon
Building Rich YARN Applications
Icon
Technical requirements
Icon
Understanding YARN architecture
Icon
Key features of YARN
Icon
Configuring the YARN environment in a cluster
Icon
Working with YARN distributed CLI
Icon
Deep dive with YARN application framework
Icon
Building and monitoring a YARN application on a cluster
Icon
Summary
6
Monitoring and Administration of a Hadoop Cluster
Icon
Monitoring and Administration of a Hadoop Cluster
Icon
Roles and responsibilities of Hadoop administrators
Icon
Planning your distributed cluster
Icon
Resource management in Hadoop
Icon
High availability of Hadoop
Icon
Securing Hadoop clusters
Icon
Performing routine tasks
Icon
Summary
7
Demystifying Hadoop Ecosystem Components
Icon
Demystifying Hadoop Ecosystem Components
Icon
Technical requirements
Icon
Understanding Hadoop's Ecosystem
Icon
Working with Apache Kafka
Icon
Writing Apache Pig scripts
Icon
Transferring data with Sqoop
Icon
Writing Flume jobs
Icon
Understanding Hive
Icon
Using HBase for NoSQL storage
Icon
Summary
8
Advanced Topics in Apache Hadoop
Icon
Advanced Topics in Apache Hadoop
Icon
Technical requirements
Icon
Hadoop use cases in industries
Icon
Advanced Hadoop data storage file formats
Icon
Real-time streaming with Apache Storm
Icon
Data analytics with Apache Spark
Icon
Summary
9
Other Books You May Enjoy
chevron up
Icon
Other Books You May Enjoy
Icon
Leave a review - let other readers know what you think

Other Books You May Enjoy

If you enjoyed this book, you may be interested in these other books by Packt:

Hadoop 2.x Administration Cookbook
Gurmukh Singh

ISBN: 9781787126732

  • Set up the Hadoop architecture to run a Hadoop cluster smoothly
  • Maintain a Hadoop cluster on HDFS, YARN, and MapReduce
  • Understand High Availability with Zookeeper and Journal Node
  • Configure Flume for data ingestion and Oozie to run various workflows
  • Tune the Hadoop cluster for optimal performance
  • Schedule jobs on a Hadoop cluster using the Fair and Capacity scheduler
  • Secure your cluster and troubleshoot it for various common pain points

Hadoop Real-World Solutions Cookbook - Second Edition
Tanmay Deshpande

ISBN: 9781784395506

  • Installing and maintaining Hadoop 2.X cluster and its ecosystem.
  • Write advanced Map Reduce programs and understand design patterns.
  • Advanced Data Analysis using the Hive, Pig, and...
CONTINUE READING
83
Tech Concepts
36
Programming languages
73
Tech Tools
Icon Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.
Icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Icon 50+ new titles added per month and exclusive early access to books as they are being written.
Apache Hadoop 3 Quick Start Guide
End of Section 9
Next Section
notes
bookmark Notes and Bookmarks search Search in title playlist Add to playlist download Download options
font-size Font size

Change the font size

margin-width Margin width

Change margin width

day-mode Day/Sepia/Night Modes

Change background colour

Close icon Search
Country selected
Close icon Your notes and bookmarks

Confirmation

Modal Close icon
claim successful
Order Page Read Now

Buy this book with your credits?

Modal Close icon
Are you sure you want to buy this book with one of your credits?
Close
YES, BUY

Submit Your Feedback

Modal Close icon
Modal Close icon
Modal Close icon