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Stephan Ewen and Sebastian Schelter and Kostas Tzoumas and Daniel Warneke and Volker Markl (2013). Iterative parallel data processing with stratosphere: an inside look. SIGMOD Conference, 1053-1056.


Falk Brauer, Alexander Löser, Hong-Hai Do (2008). Mapping enterprise entities to text segments. Proceedings of the 2nd PhD workshop on Information and knowledge management, 85-88.


Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Volker Markl (2018). Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows. CoRR abs/1809.06845


Peter J. Haas and Ihab F. Ilyas and Guy M. Lohman and Volker Markl (2009). Discovering and Exploiting Statistical Properties for Query Optimization in Relational Databases: A Survey. Statistical Analysis and Data Mining, 223-250.

Wook-Shin Han and Wooseong Kwak and Jinsoo Lee and Guy M. Lohman and Volker Markl (2008). Parallelizing query optimization. PVLDB, 188-200.

Max Heimel and Michael Saecker and Holger Pirk and Stefan Manegold and Volker Markl (2013). Hardware-Oblivious Parallelism for In-Memory Column-Stores. PVLDB, 709-720.

Max Heimel and Martin Kiefer and Volker Markl (2015). Demonstrating Transfer-Efficient Sample Maintenance on Graphics Cards. Proceedings of the 18th International Conference on Extending Database Technology, EDBT 2015, Brussels, Belgium, March 23-27, 2015., 513–516.

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Max Heimel and Filip Haase and Martin Meinke and Sebastian Breß and Michael Saecker and Volker Markl (2014). Demonstrating Self-Learning Algorithm Adaptivity in a Hardware-Oblivious Database Engine. Proc. 17th International Conference on Extending Database Technology (EDBT), Athens, Greece, March 24-28, 2014., 616–619.

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Max Heimel and Martin Kiefer and Volker Markl (2015). Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation. Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015, 1477–1492.

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M. Heimel and Volker Markl and Keshava Murthy (2009). A Bayesian Approach to Estimating the Selectivity of Conjunctive Predicates. BTW, 47-56.


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