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Publications

2013

Hardware-Oblivious Parallelism for In-Memory Column-Stores

Max Heimel and Michael Saecker and Holger Pirk and Stefan Manegold and Volker Markl

PVLDB, 709-720. 2013

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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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"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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Issues in big data testing and benchmarking

Alexander Alexandrov and Christoph Brücke and Volker Markl

DBTest, 1. 2013

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Iterative parallel data processing with stratosphere: an inside look

Stephan Ewen and Sebastian Schelter and Kostas Tzoumas and Daniel Warneke and Volker Markl

SIGMOD Conference, 1053-1056. 2013

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Large-scale social-media analytics on stratosphere

Christoph Boden and Marcel Karnstedt and Miriam Fernández and Volker Markl

WWW (Companion Volume), 257-260. 2013

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