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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
Authors (3):
Vivek Mishra Vivek Mishra
Profile icon Vivek Mishra
Tomcy John Tomcy John
Profile icon Tomcy John
Pankaj Misra Pankaj Misra
Profile icon Pankaj Misra
View More author details

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

Summary


In this chapter, we brought together all the technologies and capabilities that we have discussed throughout Part 2 of this book. We tried to explain some important aspects with the whole Data Lake in mind. We introduced you to certain more capabilities like metadata management, governance, auditing, traceability and so on, which are very important one for a typical implementation within an enterprise. We managed to give our technology opinions for each of these capabilities but kept delving deep into it away. We were not able to get deep into some of the technologies discussed in this chapter intentionally to keep the book concise and to the point on main technologies/capabilities in a Data Lake.

After reading this chapter, you would now have a full picture of an operational Data Lake. You would also have brief idea of some other capabilities needed for an enterprise Data Lake, which are usually omitted when a Data Lake is first implemented in an enterprise.

These additional capabilities...

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