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Data warehousing in the age of big data  Cover Image E-book E-book

Data warehousing in the age of big data

Krishnan, Krish. (Author).

Summary: "In conclusion as you come to the end of this book, the concept of a Data Warehouse and its primary goal of serving the enterprise version of truth, and being the single platform for all the source of information will continue to remain intact and valid for many years to come. As we have discussed across many chapters and in many case studies, the limitations that existed with the infrastructures to create, manage and deploy Data Warehouses have been largely eliminated with the availability of Big Data technologies and infrastructure platforms, making the goal of the single version of truth a feasible reality. Integrating and extending Big Data into the Data Warehouse, and creating a larger decision support platform will benefit businesses for years to come. This book has touched upon governance and information lifecycle management aspects of Big Data in the larger program, however you can reuse all the current program management techniques that you follow for the Data Warehouse for this program and even implement agile approaches to integrating and managing data in the Data Warehouse. Technologies will continue to evolve in this spectrum and there will be more additions of solutions, which can be integrated if you follow the modular integration approaches to building and managing the Data Warehouse. The Appendix sections contain many more case studies and a special section on Healthcare Information Factory based on Big Data approaches. These are more guiding posts to help you align your thoughts and goals to building and integrating Big Data in your Data Warehouse"--

Record details

  • ISBN: 0124058914
  • ISBN: 9780124058910
  • ISBN: 9781299591912
  • ISBN: 1299591914
  • ISBN: 9780124059207
  • ISBN: 0124059201
  • Physical Description: 1 online resource
    remote
  • Publisher: Amsterdam : Morgan Kaufmann is an imprint of Elsevier, 2013.

Content descriptions

Bibliography, etc. Note: Includes bibliographical references and index.
Formatted Contents Note: Zookeeper -- Zookeeper features -- Locks and processing -- Failure and recovery -- Pig -- Programming with pig latin -- Pig data types -- Running pig programs -- Pig program flow -- Common pig command -- HBase -- HBase architecture -- HBase components -- Write-ahead log -- Hive -- Hive architecture -- Infrastructure -- Execution: how does hive process queries? -- Hive data types -- Hive query language (HiveQL) -- Chukwa -- Flume -- Oozie -- HCatalog -- Sqoop -- Sqoop1 -- Sqoop2 -- Hadoop summary -- NoSQL -- CAP theorem -- Key-value pair: Voldemort -- Column family store: Cassandra -- Data model.
Information Relating to Copyright Status:
Copyright: Elsevier Science & Technology 2013
Copyright: Elsevier Science & Technology 2013
Source of Description Note:
Print version record.
Subject: Data warehousing
Big data
COMPUTERS -- Database Management -- Data Warehousing
Big data
Data warehousing
Genre: Electronic book.
Electronic books.

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