Hadoop: The Definitive Guide pdf epub mobi txt 电子书下载 2024

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Tom White

O'Reilly Media

2015-4-11

756

USD 49.99

Paperback

9781491901632

图书标签: Hadoop 大数据 BigData 计算机分布式 hadoop 机器学习 O'Reilly

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发表于2024-06-27

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Hadoop: The Definitive Guide pdf epub mobi txt 电子书下载 2024

图书描述

Get ready to unlock the power of your data. With the fourth edition of this comprehensive guide, you’ll learn how to build and maintain reliable, scalable, distributed systems with Apache Hadoop. This book is ideal for programmers looking to analyze datasets of any size, and for administrators who want to set up and run Hadoop clusters.

Using Hadoop 2 exclusively, author Tom White presents new chapters on YARN and several Hadoop-related projects such as Parquet, Flume, Crunch, and Spark. You’ll learn about recent changes to Hadoop, and explore new case studies on Hadoop’s role in healthcare systems and genomics data processing.

Learn fundamental components such as MapReduce, HDFS, and YARN

Explore MapReduce in depth, including steps for developing applications with it

Set up and maintain a Hadoop cluster running HDFS and MapReduce on YARN

Learn two data formats: Avro for data serialization and Parquet for nested data

Use data ingestion tools such as Flume (for streaming data) and Sqoop (for bulk data transfer)

Understand how high-level data processing tools like Pig, Hive, Crunch, and Spark work with Hadoop

Learn the HBase distributed database and the ZooKeeper distributed configuration service

Hadoop: The Definitive Guide 下载 mobi epub pdf txt 电子书

著者简介

Tom White has been an Apache Hadoop committer since February 2007, and is a member of the Apache Software Foundation. He works for Cloudera, a company set up to offer Hadoop support and training. Previously he was as an independent Hadoop consultant, working with companies to set up, use, and extend Hadoop. He has written numerous articles for O'Reilly, java.net and IBM's developerWorks, and has spoken at several conferences, including at ApacheCon 2008 on Hadoop. Tom has a Bachelor's degree in Mathematics from the University of Cambridge and a Master's in Philosophy of Science from the University of Leeds, UK.

图书目录

Hadoop: The Definitive Guide pdf epub mobi txt 电子书下载

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用户评价

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2016 NO.4 深入浅出，原理讲的非常透彻。核心是 Hadoop Fundamentals 和 MapReduce 两章，但是后面的 Related Projects 也写的言简意赅，能够突出重点。比如 Flume 这一章会提到一些在 Flume 官网教程上也没提到的要点。

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T^T 买了很厚的影印版

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还好我用的时候不需要写 Java（

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当年入门时看了第一版，工作中真正要用到时看了第二版，在这块领域做了一年后回过来看了第三版。每遍各有收获。

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真尼玛长。介绍了生态圈里的大部分工具，用来总结回顾比较适合，没有实践过的读者看前两部分mr和yarn核心，扫一遍后面所有工具是做什么用的就可以了。

读后感

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书中没有透露太多实现架构方面的细节，更多的是从使用者的角度上介绍了Hadoop的各种知识，包括MapReduce, HDFS, Hive, Pig, HBase, ZooKeeper。几乎涉及了Hadoop的所有关于使用方面的知识，包括安装和使用。你甚至可以直接在自己的电脑上装上一个Hadoop，对着书中的例子实际演...

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其实也不算全部读完了，读它主要是为了技术选型，考虑升级持久层架构、提高系统可扩展性，仔细研读了前几章，对Hadoop、MapReduce、HDFS的模型、机制、使用场景有了一定了解。后面几章及其生态圈内的其他项目抱着了解的心态简单浏览了一下。整体感觉还行，至少从我看过的章节来...

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很多地方翻译的不行，需要对照英文看才能明白。。。不过对于快速学习，仍然是不错的选择。建议译者看看每部分内容的重要性，不重要的瞎翻翻就算了，重要的部分还是好好花点功夫，不要本末倒置了。比如第三章的数据流部分，这么经典的地方居然被翻译烂的一塌糊涂。不知道译者会...

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Hadoop: The Definitive Guide pdf epub mobi txt 电子书下载 2024