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Publications

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2018

Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl (2018). Benchmarking Distributed Data Processing Systems for Machine Learning Workloads [24]. TPCTC 2018, 42-57.


Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl (2018). Benchmarking Distributed Stream Processing Engines [25]. CoRR abs/1802.08496


Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Volker Markl (2018). Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows [26]. CoRR abs/1809.06845


Philipp M. Grulich, René Saitenmacher, Jonas Traub, Sebastian Breß, Tilmann Rabl, Volker Markl (2018). Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing [27]. International Conference on Extending Database Technology (EDBT). 2018, 477-480.

Link to publication [28] Link to original publication [29]

Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl (2018). Efficient k-means on GPUs [30]. Proceedings of the 14th International Workshop on Data Management on New Hardware (DAMON '18), 3:1 - 3:3.

Link to publication [31] Link to original publication [32]

Volker Markl (2018). Eine nationale Daten- und Analyseinfrastruktur als Grund- lage digitaler Souveränität [33]. Informatik-Spektrum 41(6), 433-439.

Link to publication [34] Link to original publication [35]

Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl (2018). Benchmarking Distributed Stream Data Processing Systems [36]. International Conference on Data Engineering (ICDE 2018), 1507-1518.

Link to publication [37] Link to original publication [38]

Henning Funke Sebastian Breß Stefan Noll Volker Markl Jens Teubner (2018). Pipelined Query Processing in Coprocessor Environments [39]. In International Conference on Management of Data (SIGMOD 2018), 1603-1618.

Link to publication [40] Link to original publication [41]

Andreas Kunft, Lukas Stadler, Daniele Bonetta, Cosmin Basca, Jens Meiners, Sebastian Breß, Tilmann Rabl, Juan Fumero, Volker Markl (2018). ScootR: Scaling R Dataframes on Dataflow Systems [42]. SoCC'18:, 288-300.

Link to original publication [43]

Volker Markl (2018). Mosaics in Big Data, Stratosphere, Apache Flink, and Beyond [44]. ACM International Conference on Distributed and Event-based Systems (DEBS 2018):, 7-13.

Link to publication [45] Link to original publication [46]

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