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Load-aware inter-co-processor parallelism in database query processing

Sebastian Breß and Norbert Siegmund and Max Heimel and Michael Saecker and Tobias Lauer and Ladjel Bellatreche and Gunter Saake

Data Knowl. Eng., 60–79. 2014

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Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware

Sebastian Breß and Max Heimel and Michael Saecker and Bastian Kocher and Volker Markl and Gunter Saake

PVLDB, 1609–1612. 2014

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Robust Query Processing in Co-Processor-accelerated Databases

Breß, Sebastian; Funke, Henning; Teubner, Jens

Proceedings of the 2016 International Conference on Management of Data (SIGMOD 2016), 1891-1906. 2016

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Robust recognition of complex entities in text exploiting enterprise data and NLP-techniques

Falk Brauer and Marcus Schramm and Wojciech M. Barczynski and Alexander Löser and Hong-Hai Do

ICDIM, 551-558. 2008

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PROTEUS: Scalable Online Machine Learning for Predictive Analytics and Real-Time Interactive Visualization

Bonaventura Del Monte, Jeyhun Karimov, Alireza Rezaei Mahdiraji, Tilmann Rabl, Volker Markl

in Proc. of the workshops of the 20th International Conference on Extending Database Technology (EDBT) 2017

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Large-scale social-media analytics on stratosphere

Christoph Boden and Marcel Karnstedt and Miriam Fernández and Volker Markl

WWW (Companion Volume), 257-260. 2013

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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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Continuous Deployment of Machine Learning Pipelines

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

proceedings of the 22nd International Conference on Extending Database Technology (EDBT 2019), 397-408. 2019

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Nephele/PACTs: A Programming Model and Execution Framework for Web-Scale Analytical Processing

Dominic Battré and Stephan Ewen and Fabian Hueske and Odej Kao and Volker Markl and Daniel Warneke

SoCC '10: Proceedings of the ACM Symposium on Cloud Computing 2010. ACM, 119–130. 2010

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