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 22
PY  - 2015///
CY  - Shelter Island, NY
PB  - Manning
KW  - Administración de bases de datos
KW  - Diseño de bases de datos
KW  - Minería de datos
KW  - Procesamiento de datos en tiempo real
N1  - Incluye índice; 1. A new paradigm for big data. -- 2. Data model for big data. -- 3. Data model for big data: illustration. -- 4. Data storage on the batch layer. -- 5. Data storage on the batch layer: illustration. -- 6. Batch layer. -- 7. Batch layer: illustration. -- 8. An example batch layer: architecture and algorithms. -- 9. An example batch layer: implementation. -- 10. Serving layer. -- 11. Serving layer: illustration. -- 12. Realtime views. -- 13. Realtime views: illustration. -- 14. Queuing and stream processing. -- 15. Queuing and stream processing: illustration. -- 16. Micro-batch stream processing. -- 17. Micro-batch stream processing: illustration. -- 18. Lambda Architecture in depth
N2  - Big Data teaches you to build big data systems using an architecture designed specifically to capture and analyze web-scale data. This book presents the lambda architecture, a scalable, easy-to-understand approach that can be built and run by a small team
ER  -