Book Image

Modern Big Data Processing with Hadoop

By : V Naresh Kumar, Manoj R Patil, Prashant Shindgikar
Book Image

Modern Big Data Processing with Hadoop

By: V Naresh Kumar, Manoj R Patil, Prashant Shindgikar

Overview of this book

The complex structure of data these days requires sophisticated solutions for data transformation, to make the information more accessible to the users.This book empowers you to build such solutions with relative ease with the help of Apache Hadoop, along with a host of other Big Data tools. This book will give you a complete understanding of the data lifecycle management with Hadoop, followed by modeling of structured and unstructured data in Hadoop. It will also show you how to design real-time streaming pipelines by leveraging tools such as Apache Spark, and build efficient enterprise search solutions using Elasticsearch. You will learn to build enterprise-grade analytics solutions on Hadoop, and how to visualize your data using tools such as Apache Superset. This book also covers techniques for deploying your Big Data solutions on the cloud Apache Ambari, as well as expert techniques for managing and administering your Hadoop cluster. By the end of this book, you will have all the knowledge you need to build expert Big Data systems.
Table of Contents (12 chapters)

Developing Applications Using the Cloud

In the early days of computing, CPU power and storage were very scarce, and so the cost of purchasing relevant equipment was very high. With the advances in the development of personal computing in the early 80s by Apple and Microsoft, more and more individuals and organizations have gained access to these computing devices. As the industry has developed the way chips are made and billions if not trillions of transistors are now put on single chips, the size of these computing devices has drastically reduced, from taking up entire rooms to comprising a single unit of a rack in the data center. When the computation speed and storage device capacity started increasing, individuals and enterprises started to realize that efficiently managing their computing resources was becoming a challenge.

The widespread use of the internet has also made...