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Data Lake for Enterprises

You're reading from Data Lake for Enterprises

Product type Book

Published in May 2017

Publisher Packt

ISBN-13 9781787281349

Pages 596 pages

Edition 1st Edition

Languages

Concepts

Data Processing

Authors (3):

Vivek Mishra

Tomcy John

Pankaj Misra

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Table of Contents (23) Chapters

Title Page

Credits

Foreword

About the Authors

About the Reviewers

www.PacktPub.com

Customer Feedback

Preface

Part 1 - Overview

Part 2 - Technical Building blocks of Data Lake

Part 3 - Bringing It All Together

Introduction to Data

Comprehensive Concepts of a Data Lake

Lambda Architecture as a Pattern for Data Lake

Applied Lambda for Data Lake

Data Acquisition of Batch Data using Apache Sqoop

Data Acquisition of Stream Data using Apache Flume

Messaging Layer using Apache Kafka

Data Processing using Apache Flink

Data Store Using Apache Hadoop

Indexed Data Store using Elasticsearch

Data Lake Components Working Together

Data Lake Use Case Suggestions

Context in data lake - data acquisition

The process of inducting data from various source systems is called data acquisition. In our data lake, we have a layer defined (in fact, the first one) which has only this responsibility to take care of.

One of the main technologies that we see doing the main job of inducting data into our data lake is using Apache Sqoop. The following sections of this chapter aim at covering Sqoop in detail so that you get a clear picture of this technology as well as get to know the data acquisition layer in detail.

Data acquisition layer

In Chapter 2, Comprehensive Concepts of a Data Lake you got a glimpse of the data acquisition layer. This layer’s responsibility is to gather information from various source systems and induct it into the data lake. This figure will refresh your memory and give you a good pictorial view of this layer:

Figure 01: Data lake - data acquisition layer

The acquisition layer should be able to handle the following:

Bulk data: Bulk data in the...

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Authors (3)

Vivek Mishra

Vivek Mishra is an IT professional with more than nine years of experience in various technologies like Java, J2ee, Hibernate, SCA4J, Mule, Spring, Cassandra, HBase, MongoDB, REDIS, Hive, Hadoop. He has been a contributor for open source like Apache Cassandra and lead committer for Kundera(JPA 2.0 compliant Object-Datastore Mapping Library for NoSQL Datastores like Cassandra, HBase, MongoDB and REDIS). Mr Mishra in his previous experience has enjoyed long lasting partnership with most recognizable names in SCM, Banking and finance industries, employing industry standard full software life cycle methodologies Agile and SCRUM. He is currently employed with Impetus infotech pvt. ltd. He has undertaken speaking engagements in cloud camp and Nasscom Big data seminar and is an active blogger and can be followed at mevivs.wordpress.com

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Tomcy John

Tomcy John lives in Dubai (United Arab Emirates), hailing from Kerala (India), and is an enterprise Java specialist with a degree in Engineering (B Tech) and over 14 years of experience in several industries. He's currently working as principal architect at Emirates Group IT, in their core architecture team. Prior to this, he worked with Oracle Corporation and Ernst & Young. His main specialization is in building enterprise-grade applications and he acts as chief mentor and evangelist to facilitate incorporating new technologies as corporate standards in the organization. Outside of his work, Tomcy works very closely with young developers and engineers as mentors and speaks at various forums as a technical evangelist on many topics ranging from web and middleware all the way to various persistence stores.

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Pankaj Misra

Pankaj Misra has been a technology evangelist, holding a bachelor's degree in engineering, with over 16 years of experience across multiple business domains and technologies. He has been working with Emirates Group IT since 2015, and has worked with various other organizations in the past. He specializes in architecting and building multi-stack solutions and implementations. He has also been a speaker at technology forums in India and has built products with scale-out architecture that support high-volume, near-real-time data processing and near-real-time analytics.

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