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Big Data : principles and best practices of scalable real time data systems.

By: Contributor(s): Material type: TextOriginal language: English Publisher: Shelter Island : Manning Publications, 2015Description: 308 páginas : : ils. ; figuras ; tablesContent type:
  • texto
Media type:
  • sin mediación
Carrier type:
  • volumen
ISBN:
  • 9781617290343
Subject(s): DDC classification:
  • 23 005.74 M393
Contents:
A new paradigm for Big Data. -- PART 1 BATCH LAYER. -- Data model for Big Data. -- Data model for Big Data: Illustration. -- Data storage on the batch layer. -- Data storage on the batch layer: Illustration. -- Batch layer. -- Batch layer: Illustration. -- An example batch layer: Architecture and algorithms. -- An example batch layer: Implementation. -- PART 2 SERVING LAYER. -- Serving layer Serving layer: Illustration. -- PART 3 SPEED LAYER. -- Realtime views. -- Realtime views: Illustration. -- Queuing and stream. -- processing. -- Queuing and stream processing: Illustration. -- Micro-batch stream processing. -- Micro-batch stream processing: Illustration. -- Lambda Architecture in depth.
Summary: Big Data teaches you to build big data systems using an architecture that takes advantage of clustered hardware along with new tools designed specifically to capture and analyze web-scale data. This book presents the Lambda Architecture, a scalable, easy-to-understand approach to big data systems that can be built and run by a small team.
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Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
LIBROS - MATERIAL GENERAL BIBLIOTECA CENTRAL General 005.74 M393 (Browse shelf(Opens below)) Ej.:2 Available (Sin Restricciones) 088430
LIBROS - MATERIAL GENERAL BIBLIOTECA CENTRAL General 005.74 M393 (Browse shelf(Opens below)) Ej.:1 Available 086898
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A new paradigm for Big Data. -- PART 1 BATCH LAYER. -- Data model for Big Data. -- Data model for Big Data: Illustration. -- Data storage on the batch layer. -- Data storage on the batch layer: Illustration. -- Batch layer. -- Batch layer: Illustration. -- An example batch layer: Architecture and algorithms. -- An example batch layer: Implementation. -- PART 2 SERVING LAYER. -- Serving layer Serving layer: Illustration. -- PART 3 SPEED LAYER. -- Realtime views. -- Realtime views: Illustration. -- Queuing and stream. -- processing. -- Queuing and stream processing: Illustration. -- Micro-batch stream processing. -- Micro-batch stream processing: Illustration. -- Lambda Architecture in depth.

Big Data teaches you to build big data systems using an architecture that takes advantage of clustered hardware along with new tools designed specifically to capture and analyze web-scale data. This book presents the Lambda Architecture, a scalable, easy-to-understand approach to big data systems that can be built and run by a small team.

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