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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
Languages
Tools
Concepts
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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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Toc

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

Netflow


Netflow is a network protocol developed by Cisco. It is responsible for collecting data related to the network traffic that flows through it. It collects information such as Destination and Source IP addresses and ports, protocols used in communication, total data transferred, and the network interface user for this purpose. The following figure illustrates the architecture of Netflow:

Netflow architecture

The flow cache can contain records from a few thousands up to millions. It depends on the type of device that is being used for the Flow cache. After the record in the flow cache expires, it will then transfer that record to the Netflow collector for further analysis. The following figure illustrates this concept:

Netflow collector opertion

Netflow can be embedded in the device hardware or can be presented as a software package. It can be used in real time. It is not used just for network-monitoring purposes; it can also be used to do the following:

  • Monitor a specific application's...
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