Big data :
Marz, Nathan
Big data : principles and best practices of scalable real-time data systems / Nathan Marz y James Warren. - xx, 308 páginas : ilustraciones, gráficas ; 24 cm
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.
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.
9781617290343
Administración de bases de datos.
Diseño de bases de datos.
Minería de datos.
Procesamiento de datos en tiempo real.
005.74 / M393
Big data : principles and best practices of scalable real-time data systems / Nathan Marz y James Warren. - xx, 308 páginas : ilustraciones, gráficas ; 24 cm
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.
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.
9781617290343
Administración de bases de datos.
Diseño de bases de datos.
Minería de datos.
Procesamiento de datos en tiempo real.
005.74 / M393
