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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

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Product type Paperback
Published in Jun 2018
Publisher Packt
ISBN-13 9781788835824
Length 486 pages
Edition 1st Edition
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Author (1):
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Syed Muhammad Fahad Akhtar Syed Muhammad Fahad Akhtar
Author Profile Icon Syed Muhammad Fahad Akhtar
Syed Muhammad Fahad Akhtar
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Table of Contents (21) Chapters Close

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

Virtualization


In today's world, virtual machines (VM) are very common and are useful in many different scenarios. VMs help to create an isolated machine within your physical machine, with an operating system of your choice. There is no requirement of a specific OS from a given set. One of the advantages of a VM is that you can configure the underlying hardware as per your requirements; it can be of any architecture and you can add as many virtual devices as you want. You can create and run multiple virtual machines based on the available physical hardware. Although the physical hardware is shared among multiple VMs, in software and configuration terms, they are completely isolated from each other.

Hypervisors

In the virtualization world, there is an important component called a hypervisor. You can think of it as a hardware traffic monitor and resource allocator. It shares the host hardware's resources among different guest VMs, such as its CPU, memory, and network. Hypervisors help to ensure...

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