Big data : principles and best practices of scalable real-time data systems - Marz, Nathan; Warren, James (Shelter Island : Manning, 2015)
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.
Includes index.
Keywords: Big data; Database management; Database design; Data mining; Massendaten; Datenbanksystem