Big data : principles and best practices of scalable real-time data systems
(2015)
By:
Marz, Nathan
Nonfiction
Book
Call Numbers:
658.4038/MARZ,N
Availability
Details
PUBLISHED
Shelter Island, NY : Manning, [2015]
©2015
©2015
DESCRIPTION
xx, 308 pages : illustrations ; 24 cm
ISBN/ISSN
9781617290343, 1617290343, 9781617290343, 1617290343 :
LANGUAGE
English
NOTES
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