An edition of Hadoop: The Definitive Guide (2009)

Hadoop

The Definitive Guide

3rd edition

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Cover of: Hadoop by Tom White, Tom White
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  • ★★★ 3.0 (1 rating) ·
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Last edited by ImportBot
March 28, 2025 | History
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An edition of Hadoop: The Definitive Guide (2009)

Hadoop

The Definitive Guide

3rd edition

by and

  • ★★★ 3.0 (1 rating) ·
  • 9 Want to read
  • 2 Currently reading
  • 1 Have read

xxv, 727 pages : 24 cm

Publish Date
Publisher
O'Reilly Media, Inc
Pages
688

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Previews available in: English

Subjects

Electronic data processing, Distributed processing, Cloud computing, File organization (Computer science), Apache Hadoop (Computer file), Apache Hadoop, Computer software, Apache (computer program), Data processing, COMPUTERS, Database Management, General, Desktop Applications, Databases, System Administration, Storage & Retrieval, Hadoop, Parallel, Java, Games, Com051220, Cs.cmp_sc.app_sw, Cs.cmp_sc.prog_lang, Open source

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Edition Availability
Cover of: Hadoop
Hadoop: the definitive guide
2015, O'Reilly
in English - Fouth edition.
Cover of: Hadoop
Hadoop: The Definitive Guide
May 19, 2012, O'Reilly Media, Inc
Paperback - 3rd edition
Cover of: Hadoop
Hadoop: The Definitive Guide
2010, O'Reilly
electronic resource : in English - 2nd rev. and updated ed.
Cover of: Hadoop
Hadoop: The Definitive Guide
2009, O'Reilly

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Book Details

Table of Contents

1. Meet Hadoop
Data!
Data Storage and Analysis
Comparison with Other Systems
A Brief History of Hadoop
Apache Hadoop and the Hadoop Ecosystem
Hadoop Releases
2. MapReduce
A Weather Dataset
Analyzing the Data with Unix Tools
Analyzing the Data with Hadoop
Scaling Out
Hadoop Streaming
Hadoop Pipes
3. The Hadoop Distributed Filesystem
The Design of HDFS
HDFS Concepts
The Command-Line Interface
Hadoop Filesystems
The Java Interface
Data Flow
Data Ingest with Flume and Sqoop
Parallel Copying with distcp
Hadoop Archives
4. Hadoop I/O
Data Integrity
Compression
Serialization
Avro
File-Based Data Structures
5. Developing a MapReduce Application
The Configuration API
Setting Up the Development Environment
Writing a Unit Test with MRUnit
Running Locally on Test Data
Running on a Cluster
Tuning a Job
MapReduce Workflows
6. How MapReduce Works
Anatomy of a MapReduce Job Run
Failures
Job Scheduling
Shuffle and Sort
Task Execution
7. MapReduce Types and Formats
MapReduce Types
Input Formats
Output Formats
8. MapReduce Features
Counters
Sorting
Joins
Side Data Distribution
MapReduce Library Classes
9. Setting Up a Hadoop Cluster
Cluster Specification
Cluster Setup and Installation
SSH Configuration
Hadoop Configuration
YARN Configuration
Security
Benchmarking a Hadoop Cluster
Hadoop in the Cloud
10. Administering Hadoop
HDFS
Monitoring
Maintenance
11. Pig
Installing and Running Pig
An Example
Comparison with Databases
Pig Latin
User-Defined Functions
Data Processing Operators
Pig in Practice
12. Hive
Installing Hive
An Example
Running Hive
Comparison with Traditional Databases
HiveQL
Tables
Querying Data
User-Defined Functions
13. HBase
HBasics
Concepts
Installation
Clients
Example
HBase Versus RDBMS
Praxis
14. ZooKeeper
Installing and Running ZooKeeper
An Example
The ZooKeeper Service
Building Applications with ZooKeeper
ZooKeeper in Production
15. Sqoop
Getting Sqoop
Sqoop Connectors
A Sample Import
Generated Code
Imports: A Deeper Look
Working with Imported Data
Importing Large Objects
Performing an Export
Exports: A Deeper Look
16. Case Studies
Hadoop Usage at Last.fm
Hadoop and Hive at Facebook
Nutch Search Engine
Log Processing at Rackspace
Cascading
TeraByte Sort on Apache Hadoop
Using Pig and Wukong to Explore Billion-edge Network Graphs

Classifications

Library of Congress
QA76.9.D5 W47 2012, QA76.9.F5, QA76.9.D5 W54 2012eb

The Physical Object

Format
Paperback
Number of pages
688

Edition Identifiers

Open Library
OL25444239M
ISBN 10
1449311520
ISBN 13
9781449311520
LCCN
2012418418
OCLC/WorldCat
857717510, 795216700

Work Identifiers

Work ID
OL15167391W

Source records

Internet Archive item record
marc_openlibraries_sanfranciscopubliclibrary MARC record
Library of Congress MARC record
Better World Books record
Promise Item
harvard_bibliographic_metadata record
marc_columbia MARC record
ISBNdb

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Download catalog record: RDF / JSON / OPDS | Wikipedia citation
March 28, 2025 Edited by ImportBot Redacting ocaids
December 20, 2023 Edited by ImportBot import existing book
December 21, 2022 Edited by MARC Bot import existing book
December 13, 2022 Edited by MARC Bot import existing book
May 22, 2014 Created by Kar Vi Added new book.