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TU Berlin

Inhalt des Dokuments

Publications

2018

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


Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Volker Markl (2018). Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows. 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. International Conference on Extending Database Technology (EDBT 2018). 2018, 477-480.

Link to publication Link to original publication

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

Link to publication Link to original publication


Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl (2018). Benchmarking Distributed Stream Data Processing Systems. 34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018, 1507-1518.

Link to publication Link to original publication

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

Link to publication Link to original publication

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. SoCC'18:, 288-300.

Link to original publication

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

Link to publication Link to original publication

2017

Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Tilmann Rabl, Volker Markl (2017). BlockJoin: Efficient Matrix Partitioning Through Joins.. In the Proceedings of the VLDB Endowment, Vol. 10, No. 13. 2017 (to be presented in VLDB 2018)

Link to publication

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