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E

Iterative parallel data processing with stratosphere: an inside look

Stephan Ewen and Sebastian Schelter and Kostas Tzoumas and Daniel Warneke and Volker Markl

SIGMOD Conference, 1053-1056. 2013

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F

Mapping enterprise entities to text segments

Falk Brauer, Alexander Löser, Hong-Hai Do

Proceedings of the 2nd PhD workshop on Information and knowledge management, 85-88. 2008

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AdCom: Adaptive Combiner for Streaming Aggregations

Felipe Gutierrez, Kaustubh Beedkar, Abel Souza, Volker Markl

EDBT 2021

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From Cleaning before ML to Cleaning for ML

Felix Neutatz, Binger Chen, Ziawasch Abedjan, Eugene Wu

IEEE Data Engineering Bulletin 2021

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Expand your Training Limits! Generating Training Data for ML-based Data Management

Francesco Ventura, Zoi Kaoudi, Jorge Arnulfo Quiane Ruiz, Volker Markl

SIGMOD 2021

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G


Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows

Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Volker Markl

CoRR abs/1809.06845 2018

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Efficient Control Flow in Dataflow Systems: When Ease-of-Use Meets High Performance

Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Loránd Madai-Tahy, Jorge-Arnulfo Quiané-Ruiz, Volker Markl

ICDE 2021

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H

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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