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2018

Efficient and Scalable k‑Means on GPUs [25]

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

Datenbank-Spektrum 18(3), 157-169. 2018

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

Fault-Tolerance for Distributed Iterative Dataflows in Action [28]

Chen Xu, Rudi Poepsel Lemaitre, Juan Soto, Volker Markl

PVLDB 11(12), 1990-1993. 2018

Download Bibtex entry [29]

Generating custom code for efficient query execution on heterogeneous processors [30]

Sebastian Breß, Bastian Köcher, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl

VLDB J. 27(6), 797-822. 2018

Link to publication [31] Download Bibtex entry [32]

A survey of state management in big data processing systems [33]

Quoc-Cuong To, Juan Soto, Volker Markl

VLDB J. 27(6), 847-872. 2018

Link to publication [34] Download Bibtex entry [35]

Heatflip: Temporal-Spatial Sampling for Progressive Heat Maps on Social Media Data [36]

Niklas Stoehr, Johannes Meyer, Volker Markl, Qiushi Bai, Taewoo Kim, De-Yu Chen, Chen Li

BigData 2018, 3723-3732. 2018

Link to publication [37] Download Bibtex entry [38]

PolyBench: The First Benchmark for Polystores [39]

Jeyhun Karimov, Tilmann Rabl, Volker Markl

TPCTC 2018, 24-41. 2018

Link to publication [40] Download Bibtex entry [41]

Benchmarking Distributed Data Processing Systems for Machine Learning Workloads [42]

Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl

TPCTC 2018, 42-57. 2018

Link to publication [43] Download Bibtex entry [44]

Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows [45]

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

CoRR abs/1809.06845 2018

Download Bibtex entry [46]

Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing [47]

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 [48]

Efficient k-means on GPUs [49]

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 [50] Download Bibtex entry [51]

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