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The Operator Variant Selection Problem on Heterogeneous Hardware

Viktor Rosenfeld and Max Heimel and Christoph Viebig and Volker Markl

International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures - ADMS 2015, Kohala Coast, Hawaii, USA, August 31, 2015., 1–12. 2015

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“All Roads Lead to Rome:” Optimistic Recovery for Distributed Iterative Data Processing

Schelter, Sebastian and Ewen, Stephan and Tzoumas, Kostas and Markl, Volker

Proceedings of the ACM conference on Information and Knowledge Management} year={2013 2013

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Distributed matrix factorization with MapReduce using a series of broadcast-joins

Schelter, Sebastian and Boden, Christoph and Schenck, Martin and Alexandrov, Alexander and Markl, Volker

Proceedings of the 7th ACM conference on Recommender systems, 281–284. 2013

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Scalable similarity-based neighborhood methods with MapReduce

Schelter, Sebastian and Boden, Christoph and Markl, Volker

Proceedings of the sixth ACM conference on Recommender systems, 163–170. 2012

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"All roads lead to Rome": optimistic recovery for distributed iterative data processing

Sebastian Schelter and Stephan Ewen and Kostas Tzoumas and Volker Markl

CIKM, 1919-1928. 2013

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Distributed matrix factorization with mapreduce using a series of broadcast-joins

Sebastian Schelter and Christoph Boden and Martin Schenck and Alexander Alexandrov and Volker Markl

RecSys, 281-284. 2013

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Factorbird - a Parameter Server Approach to Distributed Matrix Factorization

Sebastian Schelter and Venu Satuluri and Reza Zadeh

CoRR 2014

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Scaling Data Mining in Massively Parallel Dataflow Systems

Schelter, Sebastian

Proceedings of the 2014 SIGMOD PhD Symposium. ACM, 11–15. 2014

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Efficient sample generation for scalable meta learning

Sebastian Schelter and Juan Soto and Volker Markl and Douglas Burdick and Berthold Reinwald and Alexandre V. Evfimievski

31st IEEE International Conference on Data Engineering, ICDE 2015, Seoul, South Korea, April 13-17, 2015, 1191–1202. 2015

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Big Data - Eine interdisziplinäre Chance für die Wirtschaftsinformatik

Michael Schermann and Holmer Hemsen and Christoph Buchmüller and Till Bitter and Helmut Krcmar and Volker Markl and Thomas Hoeren

Wirtschaftsinformatik, 281–287. 2014

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