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Benchmarking Distributed Data Processing Systems for Machine Learning Workloads

Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl

TPCTC 2018, 42-57. 2018

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GPU-accelerated Database Systems: Survey and Open Challenges

Sebastian Breß, Max Heimel, Norbert Siegmund, Ladjel Bellatreche, Gunter Saake

Transactions on Large-Scale Data and Knowledge-Centered Systems (TLDKS), 1-35. 2014

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Secure Data Processing at Scale

Kajetan Maliszewski

VLDB 2020 PhD Workshop 2020

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Tunable Streaming Graph Embeddings at Scale

Serafeim Papadias

VLDB 2020 PhD Workshop 2020

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Special issue: best papers of VLDB 2008

Peter Buneman and Volker Markl and Beng Chin Ooi and Kenneth A. Ross

VLDB J., 1-2. 2010

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Generating custom code for efficient query execution on heterogeneous processors

Sebastian Breß, Bastian Köcher, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl

VLDB J. 27(6), 797-822. 2018

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A survey of state management in big data processing systems

Quoc-Cuong To, Juan Soto, Volker Markl

VLDB J. 27(6), 847-872. 2018

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NebulaStream: Complex Analytics Beyond the Cloud

Steffen Zeuch, Eleni Tzirita Zacharatou, Shuhao Zhang, Xenofon Chatziliadis, Ankit Chaudhary, Bonaventura DelMonte, Philipp M. Grulich, Dimitrios Giouroukis, Ariane Ziehn, Volker Markl

VLIoT 2020

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