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

By: Marz, NathanContributor(s): Warren, JamesMaterial type: TextTextPublisher: New Delhi : Manning, 2015Description: xx, 308 pages : illustrations. ; 24 cmContent type: text Media type: unmediated Carrier type: volumeISBN: 9789351198062 (pbk)Subject(s): Big data | Database management | Data miningDDC classification: 658.4038
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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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books Books Namal Library
Management 		658.4038 MAR-B 2015 2796 (Browse shelf (Opens below)) Available 0002796
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658.4038 LAU-M 2016 9801 Management information systems : 658.4038 LAU-M 2016 9802 Management information systems : 658.4038 LUC-M 1987 12403 Management information systems / 658.4038 MAR-B 2015 2796 Big data : 658.4038 MIC-H 2010 219 Head first data analysis / 658.4038 MIL-M 2008 11032 MIS cases : Decision making with application softwares / 658.4038 MOH-B 2009 11872 Business process automation /

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.

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