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Publications

2020

RHEEMix in the Data Jungle: A Cost-based Optimizer for Cross-Platform Systems

Sebastian Kruse, Zoi Kaoudi, Bertty Contreras-Rojas, Sanjay Chawla, Felix Naumann, Jorge-Arnulfo Quiane-Ruiz

The VLDB Journal (VLDBJ) 2020

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Dynamic Parameter Allocation in Parameter Servers

Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch, Volker Markl

arXiv:2002.00655 2020

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Scaling a Public Transport Monitoring System to Internet of Things Infrastructures

Haralampos Gavriilidis, Adrian Michalke, Laura Mons, Steffen Zeuch, Volker Markl

EDBT/ICDT Joint Conference 2020

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A distributed data exchange engine for polystores

Abdulrahman Kaitoua, Tilmann Rabl, Volker Markl

it - Information Technology 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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