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Publications

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2019

Steffen Zeuch, Sebastian Breß, Tilmann Rabl, Bonaventura Del Monte, Jeyhun Karimov, Clemens Lutz, Manuel Renz, Jonas Traub, Volker Markl: (2019). Analyzing Efficient Stream Processing on Modern Hardware. [24]. Proceedings of the VLDB Endowment, 516-530 .


Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Tilmann Rabl, Volker Markl (2019). Continuous Deployment of Machine Learning Pipelines [25]. proceedings of the 22nd International Conference on Extending Database Technology (EDBT 2019), 397-408.

Link to publication [26] Link to original publication [27]

Alexander Renz-Wieland, Matthias Bertsch, Rainer Gemulla, (2019). Scalable Frequent Sequence Mining With Flexible Subsequence Constraints [28]. 35th IEEE International Conference on Data Engineering (ICDE 2019)

Link to publication [29]

Alexander Alexandrov, Georgi Krastev, Volker Markl (2019). Representations and Optimizations for Embedded Parallel Dataflow Languages [30]. ACM Transactions on Database Systems (TODS 2019)

Link to publication [31]

Dimitrios Giouroukis, Julius Hülsmann, Janis von Bleichert, Morgan Geldenhuys, Tim Stullich, Felipe Gutierrez, Jonas Traub, Kaustubh Beedkar and Volker Markl (2019). Resense: Transparent Record and Replay of Sensor Data in the Internet of Things [32]. Proceedings of the 22nd International Conferenceon Extending Database Technology

Link to publication [33] Link to original publication [34]

2018

Tobias Behrens Viktor Rosenfeld Jonas Traub Sebastian Breß Volker Markl (2018). Efficient SIMD Vectorization for Hashing in OpenCL [35]. 21th International Conference on Extending Database Technology (EDBT 2018). 2018, 489-492.

Link to publication [36] Link to original publication [37]

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

Link to publication [39] Link to original publication [40]

Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl (2018). Efficient and Scalable k‑Means on GPUs [41]. Datenbank-Spektrum 18(3), 157-169.


Chen Xu, Rudi Poepsel Lemaitre, Juan Soto, Volker Markl (2018). Fault-Tolerance for Distributed Iterative Dataflows in Action [42]. PVLDB 11(12), 1990-1993.

Link to publication [43] Link to original publication [44]

Sebastian Breß, Bastian Köcher, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl (2018). Generating custom code for efficient query execution on heterogeneous processors [45]. VLDB J. 27(6), 797-822.

Link to publication [46] Link to original publication [47]

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