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Big Data Architect's Handbook

You're reading from  Big Data Architect's Handbook

Product type Book
Published in Jun 2018
Publisher Packt
ISBN-13 9781788835824
Pages 486 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Syed Muhammad Fahad Akhtar Syed Muhammad Fahad Akhtar
Profile icon Syed Muhammad Fahad Akhtar

Table of Contents (21) Chapters

Preface
1. Why Big Data?
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
Cloud Infrastructure

There are lots of companies that are now moving their businesses and IT infrastructure to cloud providers, either completely or in part. They are reaching this stage because they are convinced that it is the future in terms of infrastructural setup. A survey was conducted that concluded that by 2019 65% of businesses will have moved to cloud. 

In this chapter, we will be covering the following topics:

  • Companies moving to cloud
  • Infrastructure driving factors
    • Data locality driving factors
    • New requirements driving factors
  • Design consideration
    • Open source versus commercial
    • Commodity hardware versus purpose built
    • Cloud versus on-premises
    • Application architecture
    • Cost

Let's first start with some discussion on the driving factors due to which companies are moving to cloud infrastructures.

Companies moving to cloud 

Companies are always...

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