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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):

Syed Muhammad Fahad Akhtar

View More author details

Table of Contents (21) Chapters

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

20. Other Books You May Enjoy

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Design considerations

Now that we have discussed some factors due to which companies are moving their infrastructure onto cloud, let's now discuss some key factors that one should look at while designing an application to be used in this type of infrastructure. Applications are now more advanced and utilize different types of data instead of the traditional application, which uses structured data either in the form of a relational database or local storage. The following are some of the key considerations that one should cater to before designing a cloud-based infrastructure and the applications:

Open source versus commercial
Commodity hardware versus purpose built
Cloud versus on-premises
Application architecture
Cost

Let's start our discussion with the first topic, scalability.

Open source versus commercial

Now, while designing an infrastructure to run your applications on, you may need to decide which type of setup you want to have; either you want to use open source tools or instead you will...

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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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