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Grundlagen und Visionen großer Forschungsfragen im Bereich Big Data

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  • GRUNDLAGEN UND VISIONEN IM BEREICH BIG DATA
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References

  1. Ceri S, Palpanas T, Della Valle E, Pedreschi D, Freytag J-C, Trasarti R (2013) Towards mega-modeling: a walk through data analysis experiences. SIGMOD Rec 42(3):19–27

    Article  Google Scholar 

  2. Samarati P, Sweeney L (1998) Generalizing data to provide anonymity when disclosing information (abstract). In: Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems (PODS ’98)

  3. Dwork C (2006) Differential Privacy. ICALP 2:1–12

    MathSciNet  Google Scholar 

  4. Herlihy M, Eliot J, Moss B (1993) Transactional memory: architectural support for lock-free data structures. In: Proceedings of the 20th annual international symposium on computer architecture (ISCA ’93), ACM, New York, NY, USA, pp 289–300

  5. Barker A, Van Hemert J (2008) Scientific Workflow: A Survey and Research Directions, Parallel Processing and Applied Mathematics. 7th International Conference, PPAM 2007. Revised Selected Papers, Lecture Notes in Computer Science, vol 4967. Springer, Berlin Heidelberg, pp 746–753, 200

  6. Harmon P (2007) Business Process Change: A Guide for Business Managers and BPM and Six Sigma Professionals, 2nd edn. Morgan Kaufmann

  7. Leser U, Naumann F (2007) Informationsintegration – Architekturen und Methoden zur Integration verteilter und heterogener Datenquellen. dpunkt.verlag, Heidelberg

    MATH  Google Scholar 

  8. Ward MO, Grinstein GG, Keim DA (2010) Interactive Data Visualization – Foundations, Techniques, and Applications. AK Peters, pp I–XVII, 1–496

  9. Singh V, Gray J, Thakar A, Szalay A S, Raddick J, Boroski B, Lebedeva S, Yanny B (2007) Sky Server Traffic Report – The First Five Years. CoRR abs/cs/0701173

  10. Laney D (2001) 3D Data Management: Controlling Data Volume, Velocity, and Variety, Application Delivery Strategies published by META Group Inc. http://blogs.gartner.com/doug-laney/files/2012/01/ad949-3D-Data-Management-Controlling-Data-Volume-Velocity-and-Variety.pdf

  11. Cui Y, Widom J (2001) Lineage Tracing for General Data Warehouse Transformations. VLDB 2001:471–480

    Google Scholar 

  12. Naumann F, Raschid L (2009) Guest Editors for the Special Issue on Data Quality in Databases. J Data Inform

  13. Chiticariu L, Krishnamurthy R, Li Y, Raghavan S, Reiss F, Vaithyanathan S (2010) SystemT: An Algebraic Approach to Declarative Information Extraction. ACL 128–137

  14. http://hadoop.apache.org/, letzter Zugriff 4.1.2014

  15. http://stratosphere.eu/, letzter Zugriff 4.1.2014

  16. http://www.cloudera.com/content/cloudera/en/products-and-services/cdh/impala.html, letzter Zugriff 4.1.2014

  17. http://www-01.ibm.com/software/data/infosphere/biginsights/, letzter Zugriff 4.1.2014

  18. Simmhan YL, Plale B, Gannon D (2005) A survey of data provenance in e-science. SIGMOD Rec 34(3):31–36

    Article  Google Scholar 

  19. http://www-01.ibm.com/software/de/analytics/spss/, letzter Zugriff 4.1.2014

  20. http://www.sas.com/en_us/software/analytics.html, letzter Zugriff 4.1.2014

  21. http://www.r-project.org/, letzter Zugriff 4.1.2014

  22. http://www.mathworks.de/products/matlab/, letzter Zugriff 4.1.2014

  23. http://lucene.apache.org/solr/, letzter Zugriff 4.1.2014

  24. http://lucene.apache.org/, letzter Zugriff 4.1.2014

  25. http://uima.apache.org/, letzter Zugriff 4.1.2014

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Correspondence to Johann-Christoph Freytag.

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Freytag, JC. Grundlagen und Visionen großer Forschungsfragen im Bereich Big Data. Informatik Spektrum 37, 97–104 (2014). https://doi.org/10.1007/s00287-014-0771-y

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