TY  - BOOK
AU  - Marz,Nathan
AU  - Warren,James
TI  - Big Data: principles and best practices of scalable real time data systems
SN  - 9781617290343
U1  - 005.74 23
PY  - 2015///
CY  - Shelter Island
PB  - Manning Publications
KW  - Big Data
KW  - Data integration
KW  - Computer science
KW  - Integración de datos
KW  - Ciencias de la computación
KW  - Databases
KW  - Bases de datos
KW  - Procesamiento de datos
N1  - Incluye tabla de contenido; 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.
N2  - 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
ER  -