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Publications

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Howard S. Cohl and Marjorie A. McClain and Bonita V. Saunders and Moritz Schubotz and Janelle C. Williams (2014). Digital Repository of Mathematical Formulae. Intelligent Computer Mathematics - International Conference, CICM 2014, Coimbra, Portugal, July 7-11, 2014. Proceedings, 419–422.

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Howard S. Cohl and Moritz Schubotz and Marjorie A. McClain and Bonita V. Saunders and Cherry Y. Zou and Azeem S. Mohammed and Alex A. Danoff (2015). Growing the Digital Repository of Mathematical Formulae with Generic Sources. Intelligent Computer Mathematics - International Conference, CICM 2015, Washington, DC, USA, July 13-17, 2015, Proceedings, 280–287.

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Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl (2018). Efficient and Scalable k‑Means on GPUs. Datenbank-Spektrum 18(3), 157-169.


Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl (2018). Efficient k-means on GPUs. Proceedings of the 14th International Workshop on Data Management on New Hardware (DAMON '18), 3:1 - 3:3.

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Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl (2018). Benchmarking Distributed Data Processing Systems for Machine Learning Workloads. TPCTC 2018, 42-57.


Christoph Boden, Alexander Alexandrov, Andreas Kunft, Tilmann Rabl, Volker Markl (2017). PEEL: A Framework for benchmarking distributed systems and algorithms. Ninth TPC Technology Conference on Performance Evaluation & Benchmarking (TPCTC 2017) @VLDB 2017


Christoph Boden, Andrea Spina, Tilmann Rabl, Volker Markl. (2017). Benchmarking Data Flow Systems for Scalable Machine Learning. 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.

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Christoph Boden, Tilmann Rabl, Volker Markl (2017). Distributed Machine Learning - but at what COST?. ML Systems Workshop@ NIPS2017

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Akbik Alan Julinda Silvia Boden Christoph (2014). Extracting a Repository of Events and Event References from News Clusters. Association for Computational Linguistics, S. 49-53.

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Chen Xu, Rudi Poepsel Lemaitre, Juan Soto, Volker Markl (2018). Fault-Tolerance for Distributed Iterative Dataflows in Action. PVLDB 11(12), 1990-1993.

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