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资源信息:
中文名: Hadoop 实战
原名: Hadoop in Action
作者: Chuck Lam
图书分类: 软件
资源格式: PDF
版本: 英文文字版/更新源代码
出版社: Manning
书号: 9781935182191
发行时间: 2010年12月
地区: 美国
语言: 英文
概述:
内容介绍:
Big data can be difficult to handle using traditional databases. Apache Hadoop is a NoSQL applications framework that runs on distributed clusters. This lets it scale to huge datasets. If you need analytic information from your data, Hadoop's the way to go.
Hadoop in Action introduces the subject and teaches you how to write programs in the MapReduce style. It starts with a few easy examples and then moves quickly to show Hadoop use in more complex data analysis tasks. Included are best practices and design patterns of MapReduce programming.
This book requires basic Java skills. Knowing basic statistical concepts can help with the more advanced examples.
内容截图:
目录:
Part I Hadoop–A Distributed Programming Framework
1 Introducing Hadoop
2 Starting Hadoop
3 Components of Hadoop
Part II Hadoop In Action
4 Writing basic MapReduce programs
5 Advanced MapReduce
6 Programming Practices
7 Cookbook
8 Managing Hadoop
Part III Hadoop Gone Wild
9 Running Hadoop in the cloud
10 Programming with Pig
11 Hive and the Hadoop herd
12 Case studies
Appendix HDFS file commands
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