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Publications

2019

Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Breß, Jonas Traub, Volker Markl (2019). The NebulaStream Platform: Data and Application Management for the Internet of Things. 9th Biennial Conference on Innovative Data Systems Research (CIDR ‘19)

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Steffen Zeuch, Sebastian Breß,Bonaventura Del Monte, Jeyhun Karimov, Clemens Lutz, Manuel Renz,Jonas Traub, Volker Markl (2019). Analyzing Efficient Stream Processing on Modern Hardware. PVLDB, 516-530.

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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.. Proceedings of the VLDB Endowment, 516-530 .


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

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

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

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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. Proceedings of the 22nd International Conferenceon Extending Database Technology

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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.


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