Pro Apache Hadoop

ISBN-13: 9781430248637 / Angielski / Miękka / 2014 / 444 str.

Jason Venner

Opis

Pro Apache Hadoop, Second Edition brings you up to speed on Hadoop - the framework of big data. Revised to cover Hadoop 2.0, the book covers the very latest developments such as YARN (aka MapReduce 2.0), new HDFS high-availability features, and increased scalability in the form of HDFS Federations. All the old content has been revised too, giving the latest on the ins and outs of MapReduce, cluster design, the Hadoop Distributed File System, and more. This book covers everything you need to build your first Hadoop cluster and begin analyzing and deriving value from your business and scientific data. Learn to solve big-data problems the MapReduce way, by breaking a big problem into chunks and creating small-scale solutions that can be flung across thousands upon thousands of nodes to analyze large data volumes in a short amount of wall-clock time. Learn how to let Hadoop take care of distributing and parallelizing your software--you just focus on the code; Hadoop takes care of the rest.

• Covers all that is new in Hadoop 2.0
• Written by a professional involved in Hadoop since day one
• Takes you quickly to the seasoned pro level on the hottest cloud-computing framework

Spis treści

1. Motivation for Big Data

2. Hadoop Concepts

3. Getting Started with the Hadoop Framework

4. Hadoop Administration

5. Basics of MapReduce Development

6. Advanced MapReduce Development

7. Hadoop Input Output

8. Testing Hadoop Programs

9. Monitoring Hadoop

10. Data Warehousing using Hadoop

11. Data Processing using Pig

12. HCatalog and Hadoop in the Enterprise

13. Log Analysis using Hadoop

14. Building Real-Time Systems using HBase

15. Data Science With Hadoop

16. Hadoop in the Cloud

17. Building a YARN Application

18. Appendix A

19. Appendix B

20. Appendix C

O autorze

Jason Venner has more than 20 years of software engineering, managing, designing, and coding experience. He has been a vice president, director, and consultant. Currently, his interests and expertise are in Java, Hadoop, cloud computing, and more. For more, visit www.prohadoopbook.com.