Hadoop Real-World Solutions Cookbook
by zkwalker
at 2013-04-07 20:31:34
original http://www.ppurl.com/2013/04/hadoop-real-world-solutions-cookbook.html
书名：Hadoop Real-World Solutions Cookbook
作者：Jonathan R. Owens; Jon Lentz; Brian Femiano
副书名：Realistic, simple code examples to solve problems at scale with Hadoop and related technologies
出版日期：February 2013
页数：316
ISBN：978-1849519120
BOOK DESCRIPTION
Helping developers become more comfortable and proficient with solving problems
in the Hadoop space. People will become more familiar with a wide variety of
Hadoop related tools and best practices for implementation. Hadoop Real World
Solutions Cookbook will teach readers how to build solutions using tools such as
Apache Hive, Pig, MapReduce, Mahout, Giraph, HDFS, Accumulo, Redis, and
Ganglia. Hadoop Real World Solutions Cookbook provides in depth explanations
and code examples. Each chapter contains a set of recipes that pose, then solve,
technical challenges, and can be completed in any order. A recipe breaks a single
problem down into discrete steps that are easy to follow. The book covers
(un)loading to and from HDFS, graph analytics with Giraph, batch data analysis
using Hive, Pig, and MapReduce, machine learning approaches with Mahout,
debugging and troubleshooting MapReduce, and columnar storage and retrieval of
structured data using Apache Accumulo. Hadoop Real World Solutions Cookbook
will give readers the examples they need to apply Hadoop technology to their own
problems.
What you will learn from this book
Data ETL, compression, serialization, and import/export.
Simple and advanced aggregate analysis.
Graph analysis.
Machine learning.
Troubleshooting and debugging.
Scalable persistence.
Cluster administration and configuration.
Who this book is written for
This book is ideal for developers who wish to have a better understanding of
Hadoop application development and associated tools, and developers who
understand Hadoop conceptually but want practical examples of real world
applications.
BOOK DETAILS
Paperback: 316 pages
Publisher: Packt Publishing (February 2013)
Language: English
ISBN-10: 1849519129
ISBN-13: 978-1849519120