Apache Hadoop YARN: Moving beyond MapReduce and Batch Processing with Apache Hadoop 2 (Addison-Wesley Data & Analytics)

Apache Hadoop YARN: Moving beyond MapReduce and Batch Processing with Apache Hadoop 2 (Addison-Wesley Data & Analytics)

Arun Murthy, Vinod Vavilapalli


“This e-book is a seriously wanted source for the newly published Apache Hadoop 2.0, highlighting YARN because the major step forward that broadens Hadoop past the MapReduce paradigm.”
—From the Foreword by way of Raymie Stata, CEO of Altiscale

The Insider’s consultant to construction disbursed, massive facts purposes with Apache Hadoop™ YARN

 

Apache Hadoop helps force the large information revolution. Now, its facts processing has been thoroughly overhauled: Apache Hadoop YARN presents source administration at information middle scale and more straightforward how one can create dispensed purposes that method petabytes of knowledge. And now in Apache Hadoop™ YARN, Hadoop technical leaders enable you strengthen new purposes and adapt present code to completely leverage those progressive advances.

 

YARN undertaking founder Arun Murthy and undertaking lead Vinod Kumar Vavilapalli exhibit how YARN raises scalability and cluster usage, permits new programming types and providers, and opens new ideas past Java and batch processing. They stroll you thru the total YARN venture lifecycle, from deploy via deployment.

 

You’ll locate many examples drawn from the authors’ state-of-the-art experience—first as Hadoop’s earliest builders and implementers at Yahoo! and now as Hortonworks builders relocating the platform ahead and assisting shoppers be successful with it.

 

Coverage includes

  • YARN’s targets, layout, structure, and components—how it expands the Apache Hadoop ecosystem
  • Exploring YARN on a unmarried node 
  • Administering YARN clusters and skill Scheduler 
  • Running present MapReduce applications 
  • Developing a large-scale clustered YARN application 
  • Discovering new open resource frameworks that run below YARN

Show sample text content

Download sample