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Publications

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Governor: Operator Placement for a Unified Fog-Cloud Environment

Ankit Chaudhary, Steffen Zeuch, Volker Markl

to be published in Proceedings of the 23rd International Conference on Extending Database Technology (EDBT) 2020

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SMART: An Application Framework for Real Time Big Data Analysis on Heterogeneous Cloud Environments

Julio C. S. dos Anjos and Marcos D. Assuncao and Jean Bez and Cláudio F. R. Geyer and Edison Pignaton de Freitas and Alexandre Carissimi and João Paulo Carvalho Lustosa da Costa and Gilles Fedak and Felix Freitag and Volker Markl and Paul Fergus and Rubem Pereira

15th IEEE International Conference on Computer and Information Technology, CIT 2015; 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015; 13th IEEE International Conference on Dependable, Autonomic and Secure, 199–206. 2015

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Enabling Wide Area Data Analytics with Collaborative Distributed Processing Pipelines (CDPPs)

Anja Feldmann, Manfred Hauswirth, Volker Markl

37th International Conference on Distributed Computing Systems, ICDCS 2017

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BlockJoin: Efficient Matrix Partitioning Through Joins.

Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Tilmann Rabl, Volker Markl

In the Proceedings of the VLDB Endowment, Vol. 10, No. 13. 2017 (to be presented in VLDB 2018) 2017

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An Intermediate Representation for Optimizing Machine Learning Pipelines

Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Sebastian Breß, Tilmann Rabl, Volker Markl

Proceedings of the VLDB Endowment, 1553-1567. 2019

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ScootR: Scaling R Dataframes on Dataflow Systems

Andreas Kunft, Lukas Stadler, Daniele Bonetta, Cosmin Basca, Jens Meiners, Sebastian Breß, Tilmann Rabl, Juan Fumero, Volker Markl

SoCC'18:, 288-300. 2018

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Databases and Web 2.0 panel at VLDB 2007

Sihem Amer-Yahia and Volker Markl and Alon Y. Halevy and AnHai Doan and Gustavo Alonso and Donald Kossmann and Gerhard Weikum

SIGMOD Record, 49-52. 2008

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The Stratosphere platform for big data analytics

Alexander Alexandrov and Rico Bergmann and Stephan Ewen and Johann-Christoph Freytag and Fabian Hueske and Arvid Heise and Odej Kao and Marcus Leich and Ulf Leser and Volker Markl and Felix Naumann and Mathias Peters and Astrid Rheinländer and Matthias J. Sax and Sebastian Schelter and Mareike Höger and Kostas Tzoumas and Daniel Warneke

VLDB J., 939–964. 2014

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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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