Encyclopedia of Database Systems

2018 Edition
| Editors: Ling Liu, M. Tamer Özsu

Cloud Intelligence

  • Torben Bach Pedersen
Reference work entry
DOI: https://doi.org/10.1007/978-1-4614-8265-9_80626

Definition

Cloud Intelligence (CI) is a collection of technologies emerging from the migration of business intelligence (BI) and analytics technologies to a cloud computing environment combined with exploiting the massive range of new intelligence opportunities opened up by cloud computing and Big Data.

Key Points

Cloud Intelligence can be characterized as BI and analytics in, for, and with the cloud.

Inthe cloud refers to the fact that cloud intelligence solutions will be offered “as-a-service”, running in the cloud rather than at user sites. The cloud intelligence services should be dynamically scalable to a global level. Thus, massively parallel computing techniques such as MapReduce, and beyond are the standard underlying computing platform. Another aspect of running on a cloud platform is the fundamentally new economic model needed for cloud intelligence. In traditional BI, the (large) cost of building a BI system is initially covered by an enterprise investment which must later...

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Recommended Reading

  1. 1.
    Abelló A, Darmont J, Etcheverry L, Golfarelli M, Mazón J-N, Naumann F, Pedersen TB, Rizzi S, Trujillo J, Vassiliadis P, Vossen G. Fusion cubes: towards self-service business intelligence. Int J Data Warehous Min. 2013;9(2):66–88.c.CrossRefGoogle Scholar
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    Cloud Intelligence Workshop series. 2013. http://eric.univ-lyon2.fr/cloud-i/. Accessed 26 Aug 2014.
  3. 3.
    Pedersen TB. Research challenges for cloud intelligence: invited talk. In: Proceedings of the BEWEB 2010, Part of EDBT/ICDT Workshops Proceedings; 2010.Google Scholar
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    Pedersen TB, Pedersen D, Riis K. On-demand multidimensional data integration: toward a semantic foundation for cloud intelligence. J Supercomput. 2013;65(1):217–57.CrossRefGoogle Scholar
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    VLDB Solutions. Cloud Intelligence data warehouse platform. 2014. http://www.cloudintelligence.co.uk. Accessed 26 Aug 2014.
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    Sonian. Sonian Cloud Intelligence. 2014. http://sonian.com/cloud-intelligence/. Accessed 26 Aug 2014.
  7. 7.
    Darmont J, Pedersen TB, Middelfart M. Cloud intelligence: what is REALLY new? In: Darmont J, Pedersen TB, editors. Proceedings of the 1st International Workshop on Cloud Intelligence; 2012.Google Scholar
  8. 8.
    Darmont J, Pedersen TB. Cloud intelligence: challenges for research and industry. In: Darmont J, Pedersen TB, editors. Proceedings of the 2nd International Workshop on Cloud Intelligence; 2013.Google Scholar

Copyright information

© Springer Science+Business Media, LLC, part of Springer Nature 2018

Authors and Affiliations

  1. 1.Department of Computer ScienceAalborg UniversityAalborgDenmark

Section editors and affiliations

  • Torben Bach Pedersen
    • 1
  • Stefano Rizzi
    • 2
  1. 1.Department of Computer ScienceAalborg UniversityAalborgDenmark
  2. 2.DISIUniv. of BolognaBolognaItaly