Название: Data Lake for Enterprises Автор: Tomcy John, Pankaj Misra Издательство: Packt Publishing Год: 2017 Страниц: 596 Формат: True PDF, EPUB, AZW3 Размер: 59 Mb Язык: English
A practical guide to implementing your enterprise data lake using Lambda Architecture as the base
The term "Data Lake" has recently emerged as a prominent term in the big data industry. Data scientists can make use of it in deriving meaningful insights that can be used by businesses to redefine or transform the way they operate. Lambda architecture is also emerging as one of the very eminent patterns in the big data landscape, as it not only helps to derive useful information from historical data but also correlates real-time data to enable business to take critical decisions. This book tries to bring these two important aspects — data lake and lambda architecture—together.
This book is divided into three main sections. The first introduces you to the concept of data lakes, the importance of data lakes in enterprises, and getting you up-to-speed with the Lambda architecture. The second section delves into the principal components of building a data lake using the Lambda architecture. It introduces you to popular big data technologies such as Apache Hadoop, Spark, Sqoop, Flume, and ElasticSearch. The third section is a highly practical demonstration of putting it all together, and shows you how an enterprise data lake can be implemented, along with several real-world use-cases. It also shows you how other peripheral components can be added to the lake to make it more efficient.
By the end of this book, you will be able to choose the right big data technologies using the lambda architectural patterns to build your enterprise data lake.
The Enterprise Big Data Lake Название: The Enterprise Big Data Lake: Delivering on the Promise of Hadoop and Data Science in the Enterprise Автор: Alex Gorelik Издательство:...
Oracle Big Data Handbook Название: Oracle Big Data Handbook Автор: Tom Plunkett Издательство: McGraw-Hill Education Год: 2014 Страниц: 464 Формат: True PDF Размер: 30 Mb...
Practical Business Intelligence Название: Practical Business Intelligence Автор: Ahmed Sherif Издательство: Packt Publishing Год: 2016 Формат: PDF Размер: 36 Мб Язык: английский /...
Навигация
Вход на сайт
Реклама
Data Lake for Enterprises 
