TY - BOOK AU - Marz,Nathan AU - Warren,James TI - Big data: principles and best practices of scalable real-time data systems T2 - Databases SN - 9781617290343 AV - QA 76.9.D3 M37.2015 PY - 2015///, CY - Shelter Island, NY PB - Manning Publications KW - Big data KW - Database management KW - Administración de bases de datos KW - Database design KW - Diseño de bases de datos KW - Data mining KW - Minería de datos N1 - Incluye índice; A new paradigm for big data -- 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 -- Serving layer -- Serving layer : illustration -- 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 ER -