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Publications

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2018

Benchmarking Distributed Data Processing Systems for Machine Learning Workloads [25]

Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl

TPCTC 2018, 42-57. 2018

Link to publication [26] Download Bibtex entry [27]

Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows [28]

Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Volker Markl

CoRR abs/1809.06845 2018

Download Bibtex entry [29]

Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing [30]

Philipp M. Grulich, René Saitenmacher, Jonas Traub, Sebastian Breß, Tilmann Rabl, Volker Markl

International Conference on Extending Database Technology (EDBT 2018). 2018, 477-480. 2018

Download Bibtex entry [31]

Efficient k-means on GPUs [32]

Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl

Proceedings of the 14th International Workshop on Data Management on New Hardware (DAMON '18), 3:1 - 3:3. 2018

Link to publication [33] Download Bibtex entry [34]

Eine nationale Daten- und Analyseinfrastruktur als Grundlage digitaler Souveränität [35]

Volker Markl

Informatik-Spektrum 41(6), 433-439. 2018

Link to publication [36] Download Bibtex entry [37]

Benchmarking Distributed Stream Data Processing Systems [38]

Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl

34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018, 1507-1518. 2018

Link to publication [39] Download Bibtex entry [40]

Pipelined Query Processing in Coprocessor Environments [41]

Henning Funke Sebastian Breß Stefan Noll Volker Markl Jens Teubner

In International Conference on Management of Data (SIGMOD 2018), 1603-1618. 2018

Link to publication [42] Download Bibtex entry [43]

ScootR: Scaling R Dataframes on Dataflow Systems [44]

Andreas Kunft, Lukas Stadler, Daniele Bonetta, Cosmin Basca, Jens Meiners, Sebastian Breß, Tilmann Rabl, Juan Fumero, Volker Markl

SoCC'18:, 288-300. 2018

Link to publication [45] Download Bibtex entry [46]

Mosaics in Big Data, Stratosphere, Apache Flink, and Beyond [47]

Volker Markl

ACM International Conference on Distributed and Event-based Systems (DEBS 2018):, 7-13. 2018

Link to publication [48] Download Bibtex entry [49]

2017

BlockJoin: Efficient Matrix Partitioning Through Joins. [50]

Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Tilmann Rabl, Volker Markl

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

Link to publication [51] Download Bibtex entry [52]

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