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2

Efficient fault-tolerance for iterative graph processing on distributed dataflow systems

Xu, Chen; Holzemer, Markus; Kaul, Manohar; Markl, Volker

2016 IEEE 32nd International Conference on Data Engineering (ICDE), 613-624. 2016

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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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Applying Stratosphere for Big Data Analytics

Marcus Leich and Jochen Adamek and Moritz Schubotz and Arvid Heise and Astrid Rheinländer and Volker Markl

BTW, 507-510. 2013

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Datenbanksysteme für Business, Technologie und Web (BTW), 15. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme" (DBIS), 11.-15.3.2013 in Magdeburg, Germany. Proceedings

Volker Markl and Gunter Saake and Kai-Uwe Sattler and Gregor Hackenbroich and Bernhard Mitschang and Theo Härder and Veit Köppen

BTW. GI. 2013

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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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Peeking into the optimization of data flow programs with MapReduce-style UDFs

Fabian Hueske and Mathias Peters and Aljoscha Krettek and Matthias Ringwald and Kostas Tzoumas and Volker Markl and Johann-Christoph Freytag

ICDE, 1292-1295. 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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Nerdle: Topic-Specific Question Answering Using Wikia Seeds

Umar Maqsud and Sebastian Arnold and Michael Hülfenhaus and Alan Akbik

COLING 2014, 25th International Conference on Computational Linguistics, Proceedings of the Conference System Demonstrations, August 23-29, 2014, Dublin, Ireland, 81–85. 2014

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