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Mastering Hadoop 3

You're reading from Mastering Hadoop 3

Product type Book

Published in Feb 2019

Publisher Packt

ISBN-13 9781788620444

Pages 544 pages

Edition 1st Edition

Languages

Concepts

Data Processing

Authors (2):

Chanchal Singh

Manish Kumar

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Table of Contents (23) Chapters

Title Page

Dedication

About Packt

Foreword

Contributors

Preface

Journey to Hadoop 3

Deep Dive into the Hadoop Distributed File System

YARN Resource Management in Hadoop

Internals of MapReduce

SQL on Hadoop

Real-Time Processing Engines

Widely Used Hadoop Ecosystem Components

Designing Applications in Hadoop

Real-Time Stream Processing in Hadoop

Machine Learning in Hadoop

Hadoop in the Cloud

Hadoop Cluster Profiling

Who Can Do What in Hadoop

Network and Data Security

Monitoring Hadoop

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Index

Summary

In this chapter, we covered Hadoop's origins and how Hadoop evolved over time with more performance-optimized features and tools. We also covered a logical view of the Hadoop platform in detail and understood its different layers. Hadoop distribution was also covered, to help you understand which distribution you should choose. We described the new features available in Hadoop version 3 and will discuss these in more detail in upcoming chapters.

In the next chapter, we will cover HDFS and will walk you through the HDFS architecture and its component in detail. We will go much deeper into the internals of HDFS and HDFS high availability features. We will then look into HDFS read-write operations and how the HDFS caching and federation service works.

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Mastering Hadoop 3

Published in: Feb 2019 Publisher: Packt ISBN-13: 9781788620444

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Authors (2)

Chanchal Singh

Chanchal Singh has over half decades experience in Product Development and Architect Design. He has been working very closely with leadership team of various companies including directors ,CTO's and Founding members to define technical road-map for company.He is the Founder and Speaker at meetup group Big Data and AI Pune MeetupExperience Speaks. He is Co-Author of Book Building Data Streaming Application with Apache Kafka. He has a Bachelor's degree in Information Technology from the University of Mumbai and a Master's degree in Computer Application from Amity University. He was also part of the Entrepreneur Cell in IIT Mumbai. His Linkedin Profile can be found at with the username Chanchal Singh.

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Manish Kumar

Manish Kumar works as Director of Technology and Architecture at VSquare. He has over 13 years' experience in providing technology solutions to complex business problems. He has worked extensively on web application development, IoT, big data, cloud technologies, and blockchain. Aside from this book, Manish has co-authored three books (Mastering Hadoop 3, Artificial Intelligence for Big Data, and Building Streaming Applications with Apache Kafka).

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