[PDF] Big Data Integration (Synthesis Lectures on Data Management)

ISBN: 1627052232

Category: Tutorial

Posted on 2018-01-31, by luongquocchinh.


Author: Xin Luna Dong | Category: Programming | Language: English | Page: 178 | ISBN: 1627052232 | ISBN13: 9781627052238 |

Description: The big data era is upon us: data are being generated, analyzed, and used at an unprecedented scale, and data-driven decision making is sweeping through all aspects of society. Since the value of data explodes when it can be linked and fused with other data, addressing the big data integration (BDI) challenge is critical to realizing the promise of big data. BDI differs from traditional data integration along the dimensions of volume, velocity, variety, and veracity. First, not only can data sources contain a huge volume of data, but also the number of data sources is now in the millions. Second, because of the rate at which newly collected data are made available, many of the data sources are very dynamic, and the number of data sources is also rapidly exploding. Third, data sources are extremely heterogeneous in their structure and content, exhibiting considerable variety even for substantially similar entities. Fourth, the data sources are of widely differing qualities, with significant differences in the coverage, accuracy and timeliness of data provided. This book explores the progress that has been made by the data integration community on the topics of schema alignment, record linkage and data fusion in addressing these novel challenges faced by big data integration. Each of these topics is covered in a systematic way: first starting with a quick tour of the topic in the context of traditional data integration, followed by a detailed, example-driven exposition of recent innovative techniques that have been proposed to address the BDI challenges of volume, velocity, variety, and veracity. Finally, it presents merging topics and opportunities that are specific to BDI, identifying promising directions for the data integration community.

DOWNLOADDownload this book
Big Data Integration (Synthesis Lectures on Data Management).pdf

Sponsored High Speed Downloads
6646 dl's @ 2027 KB/s
Download Now [Full Version]
5655 dl's @ 3494 KB/s
Download Link 1 - Fast Download
8131 dl's @ 2712 KB/s
Download Mirror - Direct Download

Search More...
[PDF] Big Data Integration (Synthesis Lectures on Data Management)

Search free ebooks in ebookee.com!

Download this book

No active download links here?
Please check the description for download links if any or do a search to find alternative books.

Related Books

  1. Ebooks list page : 35845
  2. 2018-01-08[PDF] Big Data Management
  3. 2018-01-30[PDF] Big Data Analytics: From Strategic Planning to Enterprise Integration with Tools, Techniques, NoSQL, and Graph
  4. 2018-01-04[PDF] Big Data Integration Theory: Theory and Methods of Database Mappings, Programming Languages, and Semantics (Texts in Computer Science)
  5. 2018-01-31[PDF] Big Data Now: Current Perspectives from O'Reilly Radar
  6. 2018-01-31[PDF] Big Data Now: Current Perspectives from O'Reilly Radar
  7. 2018-01-31[PDF] Big Data in Ecology, Volume 51 (Advances in Ecological Research)
  8. 2018-01-30[PDF] Big Data Analytics Strategies for the Smart Grid
  9. 2018-01-29[PDF] Big Data: Potential und Barrieren der Nutzung im Unternehmenskontext (German Edition) [German]
  11. 2018-01-27[PDF] Big Data Analytics with Apache Spark and Python
  12. 2018-01-25[PDF] Big Data Visualization
  13. 2018-01-24[PDF] Big Data Computing: A Guide for Business and Technology Managers (Chapman & Hall/CRC Big Data Series)
  14. 2018-01-21[PDF] Big Data Forensics: Learning Hadoop Investigations
  15. 2018-01-21[PDF] Big Data in Medical Science and Healthcare Management
  16. 2018-01-16[PDF] Big Data and Social Science: A Practical Guide to Methods and Tools (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)
  17. 2018-01-16[PDF] Big Data in Complex and Social Networks (Chapman & Hall/CRC Big Data Series)
  18. 2018-01-16[PDF] Big Data at Work: Dispelling the Myths, Uncovering the Opportunities
  19. 2018-01-15[PDF] Big Data Analytics Made Easy
  20. 2018-01-15[PDF] Big Data Analytics, Volume 33 (Handbook of Statistics)


No comments for "[PDF] Big Data Integration (Synthesis Lectures on Data Management)".

    Add Your Comments
    1. Download links and password may be in the description section, read description carefully!
    2. Do a search to find mirrors if no download links or dead links.
    Back to Top