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2018

Scotty: Efficient Window Aggregation for out-of-order Stream Processing [30]

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

Download Bibtex entry [31]

Efficient and Scalable k‑Means on GPUs [32]

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

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

Download Bibtex entry [33]

Fault-Tolerance for Distributed Iterative Dataflows in Action [34]

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

PVLDB 11(12), 1990-1993. 2018

Download Bibtex entry [35]

Generating custom code for efficient query execution on heterogeneous processors [36]

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

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

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

Download Bibtex entry [39]

Heatflip: Temporal-Spatial Sampling for Progressive Heat Maps on Social Media Data [40]

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

BigData 2018, 3723-3732. 2018

Download Bibtex entry [41]

PolyBench: The First Benchmark for Polystores [42]

Jeyhun Karimov, Tilmann Rabl, Volker Markl

TPCTC 2018, 24-41. 2018

Download Bibtex entry [43]

Benchmarking Distributed Data Processing Systems for Machine Learning Workloads [44]

Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl

TPCTC 2018, 42-57. 2018

Download Bibtex entry [45]

Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows [46]

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

CoRR abs/1809.06845 2018

Download Bibtex entry [47]

Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing [48]

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 [49]

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