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Optimizing Machine Learning Workloads in Collaborative Environments

Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Ziawasch Abedjan,Tilmann Rabl, Volker Markl

SIGMOD 2020

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Databases and Web 2.0 panel at VLDB 2007

Sihem Amer-Yahia and Volker Markl and Alon Y. Halevy and AnHai Doan and Gustavo Alonso and Donald Kossmann and Gerhard Weikum

SIGMOD Record, 49-52. 2008

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Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects

Clemens Lutz, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl

SIGMODS 2020

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ScootR: Scaling R Dataframes on Dataflow Systems

Andreas Kunft, Lukas Stadler, Daniele Bonetta, Cosmin Basca, Jens Meiners, Sebastian Breß, Tilmann Rabl, Juan Fumero, Volker Markl

SoCC'18:, 288-300. 2018

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Discovering and Exploiting Statistical Properties for Query Optimization in Relational Databases: A Survey

Peter J. Haas and Ihab F. Ilyas and Guy M. Lohman and Volker Markl

Statistical Analysis and Data Mining, 223-250. 2009

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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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Efficiently Adapting Graphical Models for Selectivity Estimation

Kostas Tzoumas, Amol Deshpande, Christian S. Jensen

The VLDB Journal - The International Journal on Very Large Data Bases, 3 - 27. 2013

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Cutty: Aggregate Sharing for User-defined Windows

Paris Carbone, Jonas Traub, Asterios Katsifodimos, Seif Haridi and Volker Markl

To appear in the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016) 2016

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