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Publikationen

2019

Representations and Optimizations for Embedded Parallel Dataflow Languages

Alexander Alexandrov, Georgi Krastev, Volker Markl

ACM Transactions on Database Systems (TODS 2019) 2019

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Resense: Transparent Record and Replay of Sensor Data in the Internet of Things

Dimitrios Giouroukis, Julius Hülsmann, Janis von Bleichert, Morgan Geldenhuys, Tim Stullich, Felipe Gutierrez, Jonas Traub, Kaustubh Beedkar and Volker Markl

Proceedings of the 22nd International Conferenceon Extending Database Technology 2019

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2018

Efficient SIMD Vectorization for Hashing in OpenCL

Tobias Behrens Viktor Rosenfeld Jonas Traub Sebastian Breß Volker Markl

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

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

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

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Efficient and Scalable k‑Means on GPUs

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

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

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Fault-Tolerance for Distributed Iterative Dataflows in Action

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

PVLDB 11(12), 1990-1993. 2018

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Generating custom code for efficient query execution on heterogeneous processors

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

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

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A survey of state management in big data processing systems

Quoc-Cuong To, Juan Soto, Volker Markl

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

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

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

BigData 2018, 3723-3732. 2018

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PolyBench: The First Benchmark for Polystores

Jeyhun Karimov, Tilmann Rabl, Volker Markl

TPCTC 2018, 24-41. 2018

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