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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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Myriad - Parallel Data Generation on Shared-Nothing Architectures

Alexandrov, Alexander and Schiefer, Berni and Poelman, John and Ewen, Stephan and Bodner, Thomas and Markl, Volker

Proceedings of the First Workshop on Architectures and Systems for Big Data (ASBD) 2011

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Implicit Parallelism through Deep Language Embedding

Alexander Alexandrov and Asterios Katsifodimos and Georgi Krastev and Volker Markl

SIGMOD Record, 51–58. 2016

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MapReduce and PACT - Comparing Data Parallel Programming Models

Alexander Alexandrov and Stephan Ewen and Max Heimel and Fabian Hueske and Odej Kao and Volker Markl and Erik Nijkamp and Daniel Warneke

BTW 2011

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Implicit Parallelism through Deep Language Embedding

Alexander Alexandrov and Andreas Kunft and Asterios Katsifodimos and Felix Schüler and Lauritz Thamsen and Odej Kao and Tobias Herb and Volker Markl

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015, 47–61. 2015

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Dynamic Parameter Allocation in Parameter Servers

Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch, Volker Markl

Proceedings of the VLDB Endowment 2020

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Scalable Frequent Sequence Mining With Flexible Subsequence Constraints

Alexander Renz-Wieland, Matthias Bertsch, Rainer Gemulla,

35th IEEE International Conference on Data Engineering (ICDE 2019) 2019

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Fast CSV Loading Using GPUs and RDMA for In-Memory Data Processing

Alexander Kumaigorodski, Clemens Lutz, Volker Markl

BTW 2021

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Massively Parallel Data Analysis with PACTs on Nephele

Alexander Alexandrov, Dominic Battré, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke

VLDB Conference 2010

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Myriad: Scalable and Expressive Data Generation.

Alexander Alexandrov, Kostas Tzoumas, Volker Markl

Proceedings of the VLDB Endowment, 1890-1893. 2012

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