Book Image

Big Data Architect's Handbook

By : Syed Muhammad Fahad Akhtar
Book Image

Big Data Architect's Handbook

By: Syed Muhammad Fahad Akhtar

Overview of this book

The big data architects are the “masters” of data, and hold high value in today’s market. Handling big data, be it of good or bad quality, is not an easy task. The prime job for any big data architect is to build an end-to-end big data solution that integrates data from different sources and analyzes it to find useful, hidden insights. Big Data Architect’s Handbook takes you through developing a complete, end-to-end big data pipeline, which will lay the foundation for you and provide the necessary knowledge required to be an architect in big data. Right from understanding the design considerations to implementing a solid, efficient, and scalable data pipeline, this book walks you through all the essential aspects of big data. It also gives you an overview of how you can leverage the power of various big data tools such as Apache Hadoop and ElasticSearch in order to bring them together and build an efficient big data solution. By the end of this book, you will be able to build your own design system which integrates, maintains, visualizes, and monitors your data. In addition, you will have a smooth design flow in each process, putting insights in action.
Table of Contents (21 chapters)
Preface
Free Chapter
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
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Big Data Environment Setup

In this chapter, we will go through a step by step guide on how to set up an environment to run big data applications. We will go through the following step-by-step setup guides:

  • Installing Oracle VM VirtualBox
  • Installing and configuring Ubuntu
  • Installing Apache Hadoop prerequisite applications
  • Installing Apache Hadoop
  • Configuring Hadoop to run as a single node server and pseudo-distributed mode

Oracle VM VirtualBox installation

There is a lot of software available in the market that can help you create virtual environments, also known as virtual machines, on top of your existing operating system. Creation of a virtual machine is useful if you want to try a new setup or application without affecting your existing configuration. Most of the softwares are available for all platforms, such as Windows, macOS, and different Linux distributions. Some of...