Pro Apache Hadoop

Pro Apache Hadoop

Pro Apache Hadoop, Second Edition brings you up to speed on Hadoop – the framework of big data. Revised to cover Hadoop 2.0, the book covers the very latest developments such as YARN (aka MapReduce 2.0), new HDFS high-availability features, and increased scalability in the form of HDFS Federations....

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Detalles Bibliográficos
Autores principales: Venner, Jason. author (author), Wadkar, Sameer. author, Siddalingaiah, Madhu. author
Formato: Libro electrónico
Idioma:Inglés
Publicado: Berkeley, CA : Apress 2014.
Edición:2nd ed. 2014.
Colección:Expert's voice in big data Pro Apache Hadoop
Materias:
Apache Hadoop.
Open source software.
Computer programming.
Data mining.
Open Source.
Data Mining and Knowledge Discovery.
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009629440706719
Tabla de Contenidos:
  • Motivation for big data
  • Hadoop concepts
  • Getting started with the Hadoop framework
  • Hadoop administration
  • Basics of MapReduce development
  • Advanced MapReduce development
  • Hadoop input/output
  • Testing Hadoop programs
  • Monitoring Hadoop
  • Data warehousing using Hadoop
  • Data processing using Pig
  • HCatalog and Hadoop in the enterprise
  • Log analysis using Hadoop
  • Building real-time systems using HBase
  • Data science with Hadoop
  • Hadoop in the Cloud
  • Building a YARN application.

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