Library of American University of Madaba
Big data : principles and best practices of scalable real-time data systems /
by Marz, Nathan,
Authors: Warren, James%(James O.),%1974-%author. Published by : Manning, (Shelter Island, NY :) Physical details: xx, 308 p. : ill. ; 24 cm ISBN: 1617290343 Subject(s): Big data. | Database management. | Database design. | Data mining. Year: 2015| Item type | Location | Call Number | Status | Notes | Date Due |
|---|---|---|---|---|---|
 Book |
AUM Main Library English Collections Hall | 006.312 M393 (Browse Shelf) | Available | inv 202301028 |
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.
Teaches readers how to build big data systems using Lambda Architecture, an architecture designed specifically to capture and analyze web-scale data.
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