TY  - BOOK
AU  - Marz,Nathan
AU  - Warren,James
TI  - Big data: principles and best practices of scalable real-time data systems 
SN  - 9781617290343
AV  - QA76.9.D3 M374 2015
U1  - 658.4/038 23
PY  - 2015///]
CY  - Shelter Island, NY
PB  - Manning
KW  - Big data
KW  - Database management
KW  - Database design
KW  - Data mining
KW  - fast
KW  - Massendaten
KW  - gnd
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
N2  - Teaches readers how to build big data systems using Lambda Architecture, an architecture designed specifically to capture and analyze web-scale data
ER  -