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Publications

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2018

Efficient SIMD Vectorization for Hashing in OpenCL [25]

Tobias Behrens Viktor Rosenfeld Jonas Traub Sebastian Breß Volker Markl

21th International Conference on Extending Database Technology (EDBT 2018). 2018, 489-492. 2018

Download Bibtex entry [26]

Scotty: Efficient Window Aggregation for out-of-order Stream Processing [27]

Jonas Traub Philipp Grulich Alejandro Rodríıguez Cuéllar Sebastian Breß Asterios Katsifodimos Tilmann Rabl Volker Markl

International Conference on Data Engineering (ICDE 2018), 1300-1303. 2018

Link to publication [28] Download Bibtex entry [29]

Efficient and Scalable k‑Means on GPUs [30]

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

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

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

Fault-Tolerance for Distributed Iterative Dataflows in Action [33]

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

PVLDB 11(12), 1990-1993. 2018

Download Bibtex entry [34]

Generating custom code for efficient query execution on heterogeneous processors [35]

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

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

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

A survey of state management in big data processing systems [38]

Quoc-Cuong To, Juan Soto, Volker Markl

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

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

Heatflip: Temporal-Spatial Sampling for Progressive Heat Maps on Social Media Data [41]

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

BigData 2018, 3723-3732. 2018

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

PolyBench: The First Benchmark for Polystores [44]

Jeyhun Karimov, Tilmann Rabl, Volker Markl

TPCTC 2018, 24-41. 2018

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

Benchmarking Distributed Data Processing Systems for Machine Learning Workloads [47]

Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl

TPCTC 2018, 42-57. 2018

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

Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows [50]

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

CoRR abs/1809.06845 2018

Download Bibtex entry [51]

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[73]
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