Hadoop application architectures : designing real-world big data applications /
Hadoop application architectures : designing real-world big data applications /
Mark Grover, Ted Malaska, Jonathan Seidman & Gwen Shapira.
- Primera edición.
- xxi, 371 páginas : ilustraciones, gráficas ; 24 cm .
Contiene información biográfica de los autores.
Incluye índice (353-371)
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.
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.
9781491900086
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 casos
658.05 / H131
Contiene información biográfica de los autores.
Incluye índice (353-371)
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.
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.
9781491900086
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 casos
658.05 / H131
