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Publications

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2019

Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Sebastian Breß, Tilmann Rabl, Volker Markl (2019). An Intermediate Representation for Optimizing Machine Learning Pipelines [23]. Proceedings of the VLDB Endowment, 1553-1567.

Link to original publication [24]

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 [25]. Proceedings of the VLDB Endowment, 516-530.

Link to original publication [26]

Viktor Rosenfeld, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl (2019). Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs [27]. DaMoN ’19: Data Management on New Hardware. ACM, new York, NY, USA.

Link to publication [28]

Adrian Bartnik, Bonaventura Del Monte, Tilmann Rabl and Volker Markl (2019). On-the-fly Reconfiguration of Query Plans for Stateful Stream Processing Engines [29]. Tagungsband Datenbanksysteme für Business, Technologie und Web (BTW 2019), DBIS.

Link to publication [30] Link to original publication [31]

Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ariane Ziehn, Ziawasch Abedjan, Tilmann Rabl, Volker Markl (2019). Explanation of Air Pollution Using External Data Sources [32]. Tagungsband Datenbanksysteme für Business, Technologie und Web (BTW 2019), DBIS.

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

Sebastian Breß, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl (2019). An Overview of Hawk: A Hardware-Tailored Code Generator for the Heterogeneous Many Core Age [35]. Tagungsband Datenbanksysteme für Business, Technologie und Web (BTW 2019), DBIS.

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

Ahmed Awad, Jonas Traub, Sherif Sakr (2019). AdaptiveWatermarks: A Concept Drift-based Approach for Predicting Event-Time Progress in Data Streams [38]. 22nd International Conference on Extending Database Technology (EDBT 2019).

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

Ariane Ziehn, Marcela Charfuelan, Holmer Hemsen, Volker Markl (2019). Time Series Similarity Search for Streaming Data in Distributed Systems [41]. DARLI_AP Workshop, co-located with EDBT/ICDT 2019

Link to publication [42]

Jonas Traub, Philipp Grulich, Alejandro Rodríguez Cuéllar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl (2019). Efficient Window Aggregation with General Stream Slicing [43]. 22nd International Conference on Extending Database Technology (EDBT 2019).

Link to publication [44] Link to original publication [45]

Jonas Traub, Jorge-Arnulfo Quiané-Ruiz, Zoi Kaoudi, Volker Markl (2019). Agora: Towards An Open Ecosystem for Democratizing Data Science & Artificial Intelligence [46]. CoRR abs/1909.03026

Link to publication [47] Link to original publication [48]

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