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Big Data Architect???s Handbook

You're reading from Big Data Architect???s Handbook A guide to building proficiency in tools and systems used by leading big data experts

Product type Paperback

Published in Jun 2018

Publisher Packt

ISBN-13 9781788835824

Length 486 pages

Edition 1st Edition

Languages

Java

Tools

Hadoop

Concepts

Big Data

Author (1):

Akhtar

View More author details

Table of Contents (26) Chapters

Title Page

Copyright and Credits

Packt Upsell

Contributors

Preface

1. Why Big Data? FREE CHAPTER

2. Big Data Environment Setup

3. Hadoop Ecosystem

4. NoSQL Database

5. Off-the-Shelf Commercial Tools

6. Containerization

7. Network Infrastructure

8. Cloud Infrastructure

9. Security and Monitoring

10. Frontend Architecture

11. Backend Architecture

12. Machine Learning

13. Artificial Intelligence

14. Elasticsearch

15. Structured Data

16. Unstructured Data

17. Data Visualization

18. Financial Trading System

19. Retail Recommendation System

1. Other Books You May Enjoy

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Index

Chapter 3. Hadoop Ecosystem

We should now have an understanding of what big data is and how it will impact industries in their decision-making. We have also created and configured our own big data virtual environment so that we can move forward in practical terms and build our own applications. These applications will get more and more mature as we proceed further in this book.

In this chapter, we will look at the Apache Hadoop Project in detail, touching on why it was developed and what the advantages and disadvantages of using Hadoop are. We will also go through the different components and modules of the Hadoop system and will also get our hands dirty with some practical activities. The main topics that we are going to cover in this chapter are as follows:

Apache Hadoop
HDFS
MapReduce Framework
YARN

We will then take a look at other Apache Projects that are directly or indirectly related to the world of big data world that fit into the Hadoop Ecosystem. Some of the projects that we will discuss...

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Authors (1)

Akhtar

Akhtar

Syed Muhammad Fahad Akhtar has 12+ years of industry experience in analysis, designing, developing, integrating, and managing large applications in different industries. He has vast exposure of working in UAE, Pakistan, and Malaysia and is currently working in ASIT Solutions as a solution architect. He received his masters from Torrens University, Australia, and bachelor of science in computer engineering from National University of Computer and Emerging Sciences (FAST), Pakistan.

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