TY - BOOK AU - Marz,Nathan AU - Warren,James TI - Big data: principles and best practices of scalable real-time data systems SN - 9781617290343 U1 - 004.65BD PY - 2015/// CY - New Delhi PB - Dreamtech KW - Big data KW - Database management KW - Database design KW - Data mining KW - Massendaten KW - Datenbanksystem N1 - Includes index; 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 -