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Database Systems and Information Management GroupPublications

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Publications

2013

Schelter, Sebastian and Boden, Christoph and Schenck, Martin and Alexandrov, Alexander and Markl, Volker (2013). Distributed matrix factorization with MapReduce using a series of broadcast-joins. Proceedings of the 7th ACM conference on Recommender systems, 281–284.

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Max Heimel and Michael Saecker and Holger Pirk and Stefan Manegold and Volker Markl (2013). Hardware-Oblivious Parallelism for In-Memory Column-Stores. PVLDB, 709-720.


Marcus Leich and Jochen Adamek and Moritz Schubotz and Arvid Heise and Astrid Rheinländer and Volker Markl (2013). Applying Stratosphere for Big Data Analytics. BTW, 507-510.



Sebastian Schelter and Stephan Ewen and Kostas Tzoumas and Volker Markl (2013). "All roads lead to Rome": optimistic recovery for distributed iterative data processing. CIKM, 1919-1928.


Fabian Hueske and Mathias Peters and Aljoscha Krettek and Matthias Ringwald and Kostas Tzoumas and Volker Markl and Johann-Christoph Freytag (2013). Peeking into the optimization of data flow programs with MapReduce-style UDFs. ICDE, 1292-1295.


Sebastian Schelter and Christoph Boden and Martin Schenck and Alexander Alexandrov and Volker Markl (2013). Distributed matrix factorization with mapreduce using a series of broadcast-joins. RecSys, 281-284.


Alexander Alexandrov and Christoph Brücke and Volker Markl (2013). Issues in big data testing and benchmarking. DBTest, 1.


Stephan Ewen and Sebastian Schelter and Kostas Tzoumas and Daniel Warneke and Volker Markl (2013). Iterative parallel data processing with stratosphere: an inside look. SIGMOD Conference, 1053-1056.


Christoph Boden and Marcel Karnstedt and Miriam Fernández and Volker Markl (2013). Large-scale social-media analytics on stratosphere. WWW (Companion Volume), 257-260.


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