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Publications

2017

Chen Xu; Markus Holzemer; Manohar Kaul; Juan Soto; Volker Markl; (2017). On Fault Tolerance for Distributed Iterative Dataflow Processing.. IEEE Transactions on Knowledge and Data Engineering (TKDE), 1709-1722.

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Anja Feldmann, Manfred Hauswirth, Volker Markl (2017). Enabling Wide Area Data Analytics with Collaborative Distributed Processing Pipelines (CDPPs). 37th International Conference on Distributed Computing Systems, ICDCS

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2018

Tobias Behrens Viktor Rosenfeld Jonas Traub Sebastian Breß Volker Markl (2018). Efficient SIMD Vectorization for Hashing in OpenCL. 21th International Conference on Extending Database Technology (EDBT 2018). 2018, 489-492.

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Jonas Traub Philipp Grulich Alejandro Rodríıguez Cuéllar Sebastian Breß Asterios Katsifodimos Tilmann Rabl Volker Markl (2018). Scotty: Efficient Window Aggregation for out-of-order Stream Processing. International Conference on Data Engineering (ICDE 2018), 1300-1303.

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Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl (2018). Efficient and Scalable k‑Means on GPUs. Datenbank-Spektrum 18(3), 157-169.


Chen Xu, Rudi Poepsel Lemaitre, Juan Soto, Volker Markl (2018). Fault-Tolerance for Distributed Iterative Dataflows in Action. PVLDB 11(12), 1990-1993.

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Sebastian Breß, Bastian Köcher, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl (2018). Generating custom code for efficient query execution on heterogeneous processors. VLDB J. 27(6), 797-822.

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

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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. BigData 2018, 3723-3732.

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

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