Hadoop application architectures : designing real-world big data applications / Mark Grover, Ted Malaska, Jonathan Seidman & Gwen Shapira.

Contributor(s): Grover, Mark [autor.] | Malaska, Ted [autor.] | Seidman, Jonathan [autor.] | Shapira, Gwen [autor.]Material type: Text

TextLanguage: English Publisher: Sebastopol : O'Reilly Media Inc., 2015Copyright date: ©2015Edition: Primera ediciónDescription: xxi, 371 páginas : ilustraciones, gráficas ; 24 cmContent type: texto Media type: sin mediación Carrier type: volumenISBN: 9781491900086Subject(s): Metadatos -- Software -- Administración | Arquitectura de software -- Modelos | Almacenamiento de datos Herramientas | Sistemas de transmisión de datos -- Estudio de casos | Desarrollo ágil de software -- Herramientas | Procesamiento electrónico de datos -- Estudio de casosDDC classification: 658.05

Contents:

Part I. Architectural considerations for hadoop aplications ; 1. Data modeling hadoop ; 2. Data movement ; 3. Procesing data hadoop ; 4. Common hadoop processing patterns ; 5. Graph processing hadoop ; 6. Orchestration ; 7. Near-real-time processing with hadoop ; Part II. Case studies ; 8. Clickstream anlysis ; 9. Fraud detection ; 10. Data Warehouse.

Abstract: Get expert guidance on architecting end-to-end data management solutions with Apache Hadoop. While many sources explain how to use various components in the Hadoop ecosystem, this practical book takes you through architectural considerations necessary to tie those components together into a complete tailored application, based on your particular use case. To reinforce those lessons, the book's second section provides detailed examples of architectures used in some of the most commonly found Hadoop applications. Whether you're designing a new Hadoop application, or planning to integrate Hadoop into your existing data infrastructure, Hadoop Application Architectures will skillfully guide you through the process. editor.

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Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode	Item holds
Libros	Biblioteca CESA Diagonal 34 A No. 5 A - 23 Casa Incolda PBX: 339 53 00 serviciosbiblioteca@cesa.edu.co Piso 1	General	658.05 / H131 2015 (Browse shelf(Opens below))	Ej.1	Available (Sin restricciones)		7109101151

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Get expert guidance on architecting end-to-end data management solutions with Apache Hadoop. While many sources explain how to use various components in the Hadoop ecosystem, this practical book takes you through architectural considerations necessary to tie those components together into a complete tailored application, based on your particular use case. To reinforce those lessons, the book's second section provides detailed examples of architectures used in some of the most commonly found Hadoop applications. Whether you're designing a new Hadoop application, or planning to integrate Hadoop into your existing data infrastructure, Hadoop Application Architectures will skillfully guide you through the process. editor.

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