Enterprise Data Workflows with Cascading
Streamlined Enterprise Data Management and Analysis
This book can be downloaded and read in Apple Books on your Mac or iOS device.
There is an easier way to build Hadoop applications. With this hands-on book, you’ll learn how to use Cascading, the open source abstraction framework for Hadoop that lets you easily create and manage powerful enterprise-grade data processing applications—without having to learn the intricacies of MapReduce.
Working with sample apps based on Java and other JVM languages, you’ll quickly learn Cascading’s streamlined approach to data processing, data filtering, and workflow optimization. This book demonstrates how this framework can help your business extract meaningful information from large amounts of distributed data.
Start working on Cascading example projects right awayModel and analyze unstructured data in any format, from any sourceBuild and test applications with familiar constructs and reusable componentsWork with the Scalding and Cascalog Domain-Specific LanguagesEasily deploy applications to Hadoop, regardless of cluster location or data sizeBuild workflows that integrate several big data frameworks and processesExplore common use cases for Cascading, including features and tools that support themExamine a case study that uses a dataset from the Open Data Initiative
- Category: Computers
- Published: Jul 11, 2013
- Publisher: O'Reilly Media
- Seller: O Reilly Media, Inc.
- Print Length: 170 Pages
- Language: English