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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

View More author details

Table of Contents (23) Chapters

Title Page

Dedication

About Packt

Foreword

Contributors

Preface

1. Journey to Hadoop 3

2. Deep Dive into the Hadoop Distributed File System

3. YARN Resource Management in Hadoop

4. Internals of MapReduce

5. SQL on Hadoop

6. Real-Time Processing Engines

7. Widely Used Hadoop Ecosystem Components

8. Designing Applications in Hadoop

9. Real-Time Stream Processing in Hadoop

10. Machine Learning in Hadoop

11. Hadoop in the Cloud

12. Hadoop Cluster Profiling

13. Who Can Do What in Hadoop

14. Network and Data Security

15. Monitoring Hadoop

1. Other Books You May Enjoy

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Index

Hive

Hive is a widely used data warehouse tool on top of Hadoop and plays an important role in running daily batch jobs and business reporting queries by using an execution engine such as MapReduce, Apache Tez, Apache Spark, and so on. It is important to do a benchmark test for it.

TPC-DS

One of the important benchmarking paradigms for Hive is TPC-DS. This benchmarking standard is created especially for big data systems that cater for multiple business needs and different kinds of queries, such as data mining, ad hoc, transaction-oriented, and reporting. You can use the Hortonworks hive-testbench open source package to run TPC-DS benchmark. The following are the steps to execute with HIVE 13:

Clone the lastest GitHub repository Git clone from https://github.com/hortonworks/hive-testbench.git
Build TPC-DS, as follows:

cd hive-testbench
       ./tpcds-build.sh

Generate tables and load data, as follows:

./tpcds-setup.sh [SCALE_FACTOR][DIRECTORY]

       /* SCALE_FACTOR represents how much data how...

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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.

See other products by Chanchal Singh

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).

See other products by Manish Kumar

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