Don’t miss it—Apress Access is only $99 for the holiday season! Subscribe now >>

Practical Enterprise Data Lake Insights

Handle Data-Driven Challenges in an Enterprise Big Data Lake

Authors: Gupta, Saurabh, Venkata Giri, Vonkayala

Download source code
  • First book to provide an end-to-end solution approach
  • Includes data capture strategies for time series and relational data
  • Covers data processing using Hive and Spark
see more benefits

Buy this book

eBook $29.99
price for USA (gross)
  • ISBN 978-1-4842-3522-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $37.99
price for USA
  • ISBN 978-1-4842-3521-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Use this practical guide to successfully handle the challenges encountered when designing an enterprise data lake and learn industry best practices to resolve issues.

When designing an enterprise data lake you often hit a roadblock when you must leave the comfort of the relational world and learn the nuances of handling non-relational data. Starting from sourcing data into the Hadoop ecosystem, you will go through stages that can bring up tough questions such as data processing, data querying, and security. Concepts such as change data capture and data streaming are covered. The book takes an end-to-end solution approach in a data lake environment that includes data security, high availability, data processing, data streaming, and more.
Each chapter includes application of a concept, code snippets, and use case demonstrations to provide you with a practical approach. You will learn the concept, scope, application, and starting point.

What You'll Learn

  • Get to know data lake architecture and design principles
  • Implement data capture and streaming strategies
  • Implement data processing strategies in Hadoop
  • Understand the data lake security framework and availability model
Who This Book Is For

Big data architects and solution architects

About the authors

Saurabh K. Gupta is a technology leader, published author, and database enthusiast with more than 11 years of industry experience in data architecture, engineering, development, and administration. Working as a Manager, Data & Analytics at GE Transportation, his focus lies with data lake analytics programs that build a digital solution for business stakeholders. In the past, he has worked extensively with Oracle database design and development, PaaS and IaaS cloud service models, consolidation, and in-memory technologies. He has authored two books on advanced PL/SQL for Oracle versions 11g and 12c. He is a frequent speaker at numerous conferences organized by the user community and technical institutions. He tweets at @saurabhkg and blogs at sbhoracle.wordpress.com. 
Venkata Giri currently works with GE Digital and has been involved with building resilient distributed services at a massive scale. He has worked on big data tech stack, relational databases, high availability, and performance tuning. With over 20 years of experience in data technologies, he has in-depth knowledge of big data ecosystems, complex data ingestion pipelines, data engineering, data processing, and operations. Prior to working at GE, he worked with the data teams at Linkedin and Yahoo.

Table of contents (8 chapters)

  • Introduction to Enterprise Data Lakes

    Gupta, Saurabh (et al.)

    Pages 1-31

  • Data lake ingestion strategies

    Gupta, Saurabh (et al.)

    Pages 33-85

  • Capture Streaming Data with Change-Data-Capture

    Gupta, Saurabh (et al.)

    Pages 87-123

  • Data Processing Strategies in Data Lakes

    Gupta, Saurabh (et al.)

    Pages 125-199

  • Data Archiving Strategies in Data Lakes

    Gupta, Saurabh (et al.)

    Pages 201-223

Buy this book

eBook $29.99
price for USA (gross)
  • ISBN 978-1-4842-3522-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $37.99
price for USA
  • ISBN 978-1-4842-3521-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

Services for this book

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Practical Enterprise Data Lake Insights
Book Subtitle
Handle Data-Driven Challenges in an Enterprise Big Data Lake
Authors
Copyright
2018
Publisher
Apress
Copyright Holder
Saurabh Gupta, Venkata Giri
Distribution Rights
Standard Apress
eBook ISBN
978-1-4842-3522-5
DOI
10.1007/978-1-4842-3522-5
Softcover ISBN
978-1-4842-3521-8
Edition Number
1
Number of Pages
XVIII, 327
Number of Illustrations
90 b/w illustrations
Topics