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Publications

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2018

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

Download Bibtex entry [31]

A survey of state management in big data processing systems [32]

Quoc-Cuong To, Juan Soto, Volker Markl

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

Download Bibtex entry [33]

Heatflip: Temporal-Spatial Sampling for Progressive Heat Maps on Social Media Data [34]

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

BigData 2018, 3723-3732. 2018

Download Bibtex entry [35]

PolyBench: The First Benchmark for Polystores [36]

Jeyhun Karimov, Tilmann Rabl, Volker Markl

TPCTC 2018, 24-41. 2018

Download Bibtex entry [37]

Benchmarking Distributed Data Processing Systems for Machine Learning Workloads [38]

Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl

TPCTC 2018, 42-57. 2018

Download Bibtex entry [39]

Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows [40]

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

CoRR abs/1809.06845 2018

Download Bibtex entry [41]

Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing [42]

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 [43]

Efficient k-means on GPUs [44]

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

Download Bibtex entry [45]

Benchmarking Distributed Data Processing Systems for Machine Learning Workloads [46]

Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl

Performance Evaluation and Benchmarking for the Era of Artificial Intelligence - 10th TPC Technology Conference, TPCTC 2018 2018

Download Bibtex entry [47]

Big Data Platforms for Data Analytics [48]

Volker Markl, Vinayak R. Borkar, Matei Zaharia, Till Westmann, Alexander Alexandrov

Encyclopedia of Database Systems, Second Edition. Springer. 2018

Download Bibtex entry [49]

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