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Inhalt des Dokuments

Publikationen

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2017

Benchmarking Data Flow Systems for Scalable Machine Learning [27]

Christoph Boden, Andrea Spina, Tilmann Rabl, Volker Markl.

Proceedings of the 4th ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond (BeyondMR'17), Jan Hidders (Ed.). ACM, New York, NY, USA, Article 5, 10 pages., 10. 2017

Link zur Publikation [28] Download Bibtex Eintrag [29]

Query Centric Partitioning and Allocation for Partially Replicated Database Systems [30]

Tilmann Rabl, Arne Jacobsen

In Proceedings of the 2017 ACM International Conference on Management of Data (SIGMOD '17). ACM, New York, NY, USA,, 315-330.. 2017

Link zur Publikation [31] Download Bibtex Eintrag [32]

Efficient Storage and Analysis of Genome Data in Databases [33]

Sebastian Dorok, Sebastian Breß, Jens Teubner, Horstfried Läpple, Gunter Saake, Volker Markl

Proceedings of 17th Conference on Database Systems for Business, Technology, and Web (BTW), LNI 2017, 423-442. 2017

Download Bibtex Eintrag [34]

I²: Interactive Real-Time Visualization for Streaming Data. [35]

Jonas Traub, Nikolaas Steenbergen, Philipp Grulich, Tilmann Rabl, and Volker Markl.

in Proc. 20th International Conference on Extending Database Technology (EDBT), March 21-24, 2017. 2017

Download Bibtex Eintrag [36]

Distributed Machine Learning - but at what COST? [37]

Christoph Boden, Tilmann Rabl, Volker Markl

ML Systems Workshop@ NIPS2017 2017

Download Bibtex Eintrag [38]

Mosaics: Stratosphere, Flink and Beyond [39]

Volker Markl

33rd IEEE International Conference on Data Engineering, ICDE 2017

Download Bibtex Eintrag [40]

Optimized On-Demand Data Streaming from Sensor Nodes [41]

Jonas Traub, Sebastian Breß, Tilmann Rabl, Asterios Katsifodimos, Volker Markl

In Proceedings of SoCC ’17, Santa Clara, CA, USA, September 24–27, 12. 2017

Link zur Publikation [42] Download Bibtex Eintrag [43]

Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models [44]

Martin Kiefer, Max Heimel, Sebastian Breß, Volker Markl

Proceedings of the VLDB Endowment, Volume 10, No. 13. 2017 (to be presented in VLDB 2018) 2017

Download Bibtex Eintrag [45]

On Fault Tolerance for Distributed Iterative Dataflow Processing. [46]

Chen Xu; Markus Holzemer; Manohar Kaul; Juan Soto; Volker Markl;

IEEE Transactions on Knowledge and Data Engineering (TKDE), 1709-1722. 2017

Link zur Publikation [47] Download Bibtex Eintrag [48]

Enabling Wide Area Data Analytics with Collaborative Distributed Processing Pipelines (CDPPs) [49]

Anja Feldmann, Manfred Hauswirth, Volker Markl

37th International Conference on Distributed Computing Systems, ICDCS 2017

Link zur Publikation [50] Download Bibtex Eintrag [51]

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