Big data : principles and best practices of scalable real-time data systems / Nathan Marz, James Warren.

By:

Marz, Nathan

Contributor(s):

Warren, James

Material type: Text

TextLanguage: English Publication details: New Delhi: Dreamtech, 2015Description: xx, 308 pagesISBN:

9781617290343
9789351198062

Subject(s):

DDC classification:

004.65BD MAR

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.

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Includes index.

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