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Publications

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2018

Quoc-Cuong To, Juan Soto, Volker Markl (2018). A survey of state management in big data processing systems [24]. VLDB J. 27(6), 847-872.

Link to publication [25] Link to original publication [26]

Niklas Stoehr, Johannes Meyer, Volker Markl, Qiushi Bai, Taewoo Kim, De-Yu Chen, Chen Li (2018). Heatflip: Temporal-Spatial Sampling for Progressive Heat Maps on Social Media Data [27]. BigData 2018, 3723-3732.

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

Jeyhun Karimov, Tilmann Rabl, Volker Markl (2018). PolyBench: The First Benchmark for Polystores [30]. TPCTC 2018, 24-41.

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

Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl (2018). Benchmarking Distributed Data Processing Systems for Machine Learning Workloads [33]. 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 [34]. 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 [35]. International Conference on Extending Database Technology (EDBT 2018). 2018, 477-480.

Link to publication [36] Link to original publication [37]

Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl (2018). Efficient k-means on GPUs [38]. Proceedings of the 14th International Workshop on Data Management on New Hardware (DAMON '18), 3:1 - 3:3.

Link to publication [39] Link to original publication [40]

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

Link to publication [42] Link to original publication [43]

Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl (2018). Benchmarking Distributed Stream Data Processing Systems [44]. 34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018, 1507-1518.

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

Henning Funke Sebastian Breß Stefan Noll Volker Markl Jens Teubner (2018). Pipelined Query Processing in Coprocessor Environments [47]. In International Conference on Management of Data (SIGMOD 2018), 1603-1618.

Link to publication [48] Link to original publication [49]

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