Big data : principles and best practices of scalable real-time data systems / Nathan Marz, James Warren.

• 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.

Ämnesord

Big data  (sao)

Data mining  (sao)

Big data.  (LCSH)

Database management.  (LCSH)

Database design.  (LCSH)

Data mining.  (LCSH)

Text and data mining  (eclas)

Data bases  (eclas)

Data mining  (LCSH)

Big data  (LCSH)

Klassifikation

QA76.9.D3 (LCC)

658.4/038 (DDC)

Qbabb (kssb/8 (machine generated))