Book Image

Learning Big Data with Amazon Elastic MapReduce

By : Amarkant Singh, Vijay Rayapati
Book Image

Learning Big Data with Amazon Elastic MapReduce

By: Amarkant Singh, Vijay Rayapati

Overview of this book

<p>Amazon Elastic MapReduce is a web service used to process and store vast amount of data, and it is one of the largest Hadoop operators in the world. With the increase in the amount of data generated and collected by many businesses and the arrival of cost-effective cloud-based solutions for distributed computing, the feasibility to crunch large amounts of data to get deep insights within a short span of time has increased greatly.</p> <p>This book will get you started with AWS so that you can quickly create your own account and explore the services provided, many of which you might be delighted to use. This book covers the architectural details of the MapReduce framework, Apache Hadoop, various job models on EMR, how to manage clusters on EMR, and the command-line tools available with EMR. Each chapter builds on the knowledge of the previous one, leading to the final chapter where you will learn about solving a real-world use case using Apache Hadoop and EMR. This book will, therefore, get you up and running with major Big Data technologies quickly and efficiently.</p>
Table of Contents (18 chapters)
Learning Big Data with Amazon Elastic MapReduce
Credits
About the Authors
Acknowledgments
About the Reviewers
www.PacktPub.com
Preface
Index

EMR use cases


Amazon EMR can be used to build a variety of applications such as recommendation engines, data analysis, log processing, event/clickstream analysis, data transformations (ETL), fraud detection, scientific simulations, genomics, financial analysis, or data correlation in various industries. The following section outlines some of the use cases in detail.

Web log processing

We can use EMR to process logs to understand the usage of content such as video, file downloads, top web URLs accessed by end users, user consumption from different parts of the world, and many more. We can process any web or mobile application logs using EMR to understand specific business insights relevant for your business. We can move all our web access application or mobile logs to Amazon S3 for analysis using EMR even if we are not using AWS for running our production applications.

Clickstream analysis

By using clickstream analysis, we can segment users into different groups and understand their behaviors...