Title:
Big data : principles and best practices of scalable real-time data systems / Nathan Marz with James Warren.
ISBN:
9781617290343
Personal Author:
Publication Information:
Shelter Island, NY : Manning, [2015]
©2015
Physical Description:
xx, 308 pages : illustrations ; 24 cm
General Note:
Includes index.
Contents:
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.
Summary:
Teaches readers how to build big data systems using Lambda Architecture, an architecture designed specifically to capture and analyze web-scale data.
Added Author:
OCLC Number:
ocn909039685
Availability:
Eagan - Wescott~1
