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Publications

2020

The NebulaStream Platform: Data and Application Management for the Internet of Things

Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Breß, Jonas Traub, Volker Markl

Conference on Innovative Data Systems Research (CIDR 2020) 2020

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AJoin: Adhoc Stream Joins at Scale

Jeyhun Karimov, Tilmann Rabl, Volker Markl

Proceedings of the VLDB Endowment 2020

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2019

An Intermediate Representation for Optimizing Machine Learning Pipelines

Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Sebastian Breß, Tilmann Rabl, Volker Markl

Proceedings of the VLDB Endowment, 1553-1567. 2019

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Analyzing Efficient Stream Processing on Modern Hardware

Steffen Zeuch, Sebastian Breß, Tilmann Rabl, Bonaventura Del Monte, Jeyhun Karimov, Clemens Lutz, Manuel Renz, Jonas Traub, Volker Markl

Proceedings of the VLDB Endowment, 516-530. 2019

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Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs

Viktor Rosenfeld, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl

DaMoN ’19: Data Management on New Hardware. ACM, new York, NY, USA. 2019

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On-the-fly Reconfiguration of Query Plans for Stateful Stream Processing Engines

Adrian Bartnik, Bonaventura Del Monte, Tilmann Rabl and Volker Markl

Tagungsband Datenbanksysteme für Business, Technologie und Web (BTW 2019), DBIS. 2019

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Explanation of Air Pollution Using External Data Sources

Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ariane Ziehn, Ziawasch Abedjan, Tilmann Rabl, Volker Markl

Tagungsband Datenbanksysteme für Business, Technologie und Web (BTW 2019), DBIS. 2019

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An Overview of Hawk: A Hardware-Tailored Code Generator for the Heterogeneous Many Core Age

Sebastian Breß, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl

Tagungsband Datenbanksysteme für Business, Technologie und Web (BTW 2019), DBIS. 2019

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AdaptiveWatermarks: A Concept Drift-based Approach for Predicting Event-Time Progress in Data Streams

Ahmed Awad, Jonas Traub, Sherif Sakr

22nd International Conference on Extending Database Technology (EDBT 2019). 2019

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Time Series Similarity Search for Streaming Data in Distributed Systems

Ariane Ziehn, Marcela Charfuelan, Holmer Hemsen, Volker Markl

DARLI_AP Workshop, co-located with EDBT/ICDT 2019 2019

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