Professional Hadoop Solutions

Portada
John Wiley & Sons, 2013 M09 23 - 504 páginas

The go-to guidebook for deploying Big Data solutions with Hadoop

Today's enterprise architects need to understand how the Hadoop frameworks and APIs fit together, and how they can be integrated to deliver real-world solutions. This book is a practical, detailed guide to building and implementing those solutions, with code-level instruction in the popular Wrox tradition. It covers storing data with HDFS and Hbase, processing data with MapReduce, and automating data processing with Oozie. Hadoop security, running Hadoop with Amazon Web Services, best practices, and automating Hadoop processes in real time are also covered in depth.

With in-depth code examples in Java and XML and the latest on recent additions to the Hadoop ecosystem, this complete resource also covers the use of APIs, exposing their inner workings and allowing architects and developers to better leverage and customize them.

  • The ultimate guide for developers, designers, and architects who need to build and deploy Hadoop applications
  • Covers storing and processing data with various technologies, automating data processing, Hadoop security, and delivering real-time solutions
  • Includes detailed, real-world examples and code-level guidelines
  • Explains when, why, and how to use these tools effectively
  • Written by a team of Hadoop experts in the programmer-to-programmer Wrox style

Professional Hadoop Solutions is the reference enterprise architects and developers need to maximize the power of Hadoop.

 

Páginas seleccionadas

Contenido

Big Data anD the haDoop eCosystem 1
2
storing Data in haDoop 19
19
Processing Your Data with MapReduce
63
Designing MapReduce Implementations
78
Customizing MapReduce Execution
97
Building Reliable MapReduce Apps
147
Automating Data Processing with Oozie
167
using oozie
205
Advanced OOzie Features
249
RealTime Hadoop
285
Hadoop Security
331
Running Hadoop Applications on AWS
367
Summary
409
Building Enterprise Security Solutions for Hadoop Implementations
411
Hadoops Future
435
APPENDIX Useful Reading
455

Using Oozie
206
Summary
247
INDEX
463
Derechos de autor

Términos y frases comunes

access control Accumulo actor model Amazon S3 Apache APIs Application Master authentication Avro Big Data BigTable bloom filter Bundle byte Chapter client column family components configuration contains Coordinator application coprocessors create custom data sets database DataNode defined distributed document DSLs enables encryption enterprise applications example Facebook filesystem filter Hadoop cluster HBase HDFS Hive implementation input InputFormat inverted index jar files java action job flow JobTracker JSON Kerberos key/value pairs Kirk Rest LDAP leverage Lucene mapper and reducer MapReduce applications MapReduce execution MapReduce job method multiple NameNode node null Oozie job Oozie server Oozie Workflow operations output parameters private static processing provides public static query region server result schema SequenceFile shown in Figure shown in Listing specified split SPNEGO stored String task TaskTracker throws IOException upload Workflow job

Acerca del autor (2013)

Boris Lublinsky is principal architect at Nokia and an author of more than 70 publications, including Applied SOA: Service-Oriented Architecture and Design Strategies.

Kevin T. Smith is Director of Technology Solutions for the AMS division of Novetta Solutions, where he builds highly secure, data-oriented solutions for customers.

Alexey Yakubovich is a system architect at Hortonworks and a member of the Object Management Group SIG on SOA governance and model-driven architecture.

Información bibliográfica

TítuloProfessional Hadoop Solutions
Programmer to programmer
Wrox professional guides
AutoresBoris Lublinsky, Kevin T. Smith, Alexey Yakubovich
Ediciónilustrada
EditorJohn Wiley & Sons, 2013
ISBN1118611934, 9781118611937
Largo504 páginas
  
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