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C

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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Distributed Machine Learning - but at what COST?

Christoph Boden, Tilmann Rabl, Volker Markl

ML Systems Workshop@ NIPS2017 2017

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Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects

Clemens Lutz, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl

SIGMODS 2020

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Efficient and Scalable k‑Means on GPUs

Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl

Datenbank-Spektrum 18(3), 157-169. 2018

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Efficient k-means on GPUs

Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl

Proceedings of the 14th International Workshop on Data Management on New Hardware (DAMON '18), 3:1 - 3:3. 2018

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Digital Repository of Mathematical Formulae

Howard S. Cohl and Marjorie A. McClain and Bonita V. Saunders and Moritz Schubotz and Janelle C. Williams

Intelligent Computer Mathematics - International Conference, CICM 2014, Coimbra, Portugal, July 7-11, 2014. Proceedings, 419–422. 2014

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Growing the Digital Repository of Mathematical Formulae with Generic Sources

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

Intelligent Computer Mathematics - International Conference, CICM 2015, Washington, DC, USA, July 13-17, 2015, Proceedings, 280–287. 2015

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D

Damia: data mashups for intranet applications

David E. Simmen, Mehmet Altinel, Volker Markl, Sriram Padmanabhan, Ashutosh Singh

Proceedings of the 2008 ACM SIGMOD international conference on Management of data, 1171-1182. 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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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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