Publications

Ahmed Awad, Jonas Traub, Sherif Sakr (2019). AdaptiveWatermarks: A Concept Drift-based Approach for Predicting Event-Time Progress in Data Streams. 22nd International Conference on Extending Database Technology (EDBT 2019).

Ariane Ziehn, Marcela Charfuelan, Holmer Hemsen, Volker Markl (2019). Time Series Similarity Search for Streaming Data in Distributed Systems. DARLI_AP Workshop, co-located with EDBT/ICDT 2019

Jonas Traub, Philipp Grulich, Alejandro Rodríguez Cuéllar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl (2019). Efficient WindowAggregation with General Stream Slicing. 22nd International Conference on Extending Database Technology (EDBT 2019).

Jeyhun Karimov, Tilmann Rabl, Volker Markl (2019). AStream: Ad-hoc Shared Stream Processing. ACM SIGMOD/PODS, Amsterdam, NL. 2019

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), 397-408.

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)

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

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, 489-492.

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.

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