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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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Myriad: Scalable and Expressive Data Generation.

Alexander Alexandrov, Kostas Tzoumas, Volker Markl

Proceedings of the VLDB Endowment, 1890-1893. 2012

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Efficient Fault Tolerance for Massively Parallel Dataflow Systems

Sergej Dudoladov

Proceedings of the VLDB 2016 PhD Workshop, co-located with the 42nd International Conference on Very Large Databases 2016

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Robust Query Processing in Co-Processor-accelerated Databases.

Sebastian Breß, Henning Funke, Jens Teubner, Volker Markl

Proceedings of the LWA 2016 Workshops: KDML, FGWM, IR, and FGDB, 233. 2016

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Real-Time Discovery and Geospatial Visualization of Mobility and Industry Events from Large-Scale, Heterogeneous Data Streams

Leonhard Hennig; Philippe Thomas; Renlong Ai; Johannes Kirschnick; He Wang; Jakob Pannier; Nora Zimmermann; Sven Schmeier; Feiyu Xu; Jan Ostwald; Hans Uszkoreit

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics. Annual Meeting of the Association for Computational Linguistics (ACL-16) 2016

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Benchmarking Data Flow Systems for Scalable Machine Learning

Christoph Boden, Andrea Spina, Tilmann Rabl, Volker Markl.

Proceedings of the 4th ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond (BeyondMR'17), Jan Hidders (Ed.). ACM, New York, NY, USA, Article 5, 10 pages., 10. 2017

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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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Resense: Transparent Record and Replay of Sensor Data in the Internet of Things

Dimitrios Giouroukis, Julius Hülsmann, Janis von Bleichert, Morgan Geldenhuys, Tim Stullich, Felipe Gutierrez, Jonas Traub, Kaustubh Beedkar and Volker Markl

Proceedings of the 22nd International Conferenceon Extending Database Technology 2019

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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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