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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

Apache Hadoop

Apache Hadoop is an open source software platform that processes very large datasets in a distributed environment with respect to storage and computational power, and is mainly built on low cost commodity hardware. It came into existence thanks to a Google File System paper that was published in October 2003. Another research paper from Google MapReduce looked at simplified data processing in large clusters.

Apache Nutch is a highly-scalable and extensible open source web crawler project which implemented the MapReduce facility and the distributed file system based on Google's research paper. These facilities were later announced as a sub-project called Apache Hadoop.

Apache Hadoop is designed to easily scale up from a few to thousands of servers. It helps you to process locally stored data in an overall parallel processing setup. One of the benefits of Hadoop is that it handles failure at a software level. The following figure illustrates the overall architecture of the Hadoop...

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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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