Library of American University of Madaba

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Marz, Nathan,

Big data : principles and best practices of scalable real-time data systems / Nathan Marz with James Warren. - Shelter Island, NY : Manning, 2015. - xx, 308 p. : ill. ; 24 cm

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.

ISBN: 9781617290343 1617290343

Subjects--Topical Terms:
Big data.
Database management.
Database design.
Data mining.

LC Class. No.: QA76.9.D3 / M374 2015

Dewey Class. No.: 006.312 / M393