Publications

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Philipp Grulich; Jonas Traub; Asterios Katsifodimos; Tilmann Rabl; Sebastian Breß; Volker Markl
Generating Reproducible Out-of-Order Data Streams
In: Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems. ACM International Conference on Distributed and …
Viktor Rosenfeld; Sebastian Breß; Steffen Zeuch; Tilmann Rabl; Volker Markl
Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs
In: Proceedings of the International Workshop on Data Management on New Hardware. International Workshop on Data Management on New Hardware …
Ariane Ziehn; Marcela Charfuelan Oliva; Holmer Hemsen; Volker Markl
Time Series Similarity Search for Streaming Data in Distributed Systems
In: Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference (EDBT/ICDT 2019). Data Analytics Solutions for Real-Life Applications …
Gencer Sümbül; Marcela Charfuelan Oliva; Begüm Demir; Volker Markl
BIGEARTHNET: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding
In: IEEE International Conference on Geoscience and Remote Sensing Symposium. IEEE International Geoscience and Remote Sensing Symposium …
Jonas Traub; Jorge Arnulfo Quiane Ruiz; Zoi Kaoudi; Volker Markl
Agora: Towards An Open Ecosystem for Democratizing Data Science & Artificial Intelligence
In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1909.03026, Page 3026, arXiv, 2019.
Jonas Traub; Julius Hülsmann; Sebastian Breß; Tilmann Rabl; Volker Markl
SENSE: Scalable Data Acquisition from Distributed Sensors with Guaranteed Time Coherence
In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1912.04648, Page 4648, arXiv, 2019.
Tobias Behrens; Viktor Rosenfeld; Jonas Traub; Sebastian Breß; Volker Markl
Efficient SIMD Vectorization for Hashing in OpenCL
In: Michael Böhlen; Reinhard Pichler; Norman May; Erhard Rahm; Shan-Hung Wu; Katja Hose (Hrsg.). Advances in Database Technology — EDBT 2018. …
Clemens Lutz; Sebastian Breß; Tilmann Rabl; Steffen Zeuch; Volker Markl
Efficient k-Means on GPUs
In: Proceedings of the 14th International Workshop on Data Management on New Hardware. International Workshop on Data Management on New Hardware …
Jonas Traub; Philipp Grulich; Alejandro Rodriguez Cuéllar; Sebastian Breß; Asterios Katsifodimos; Tilmann Rabl; Volker Markl
Scotty: Efficient Window Aggregation for out-of-order Stream Processing
In: Proceedings of the 34th IEEE International Conference on Data Engineering. IEEE International Conference on Data Engineering (ICDE-2018), April …
Philipp Grulich; René Saitenmacher; Jonas Traub; Sebastian Breß; Tilmann Rabl; Volker Markl
Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing
In: Advances in Database Technology; EDBT 2018. International Conference on Extending Database Technology (EDBT-2018), 21th, March 26-29, Vienna, …