Intelligent Analytics for Massive Data

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1. Clemens Lutz; Sebastian Breß; Steffen Zeuch; Tilmann Rabl; Volker Markl

   Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects

   In: SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data. ACM SIGMOD International Conference on Management of Data (SIGMOD-2022), June 12-17, Philadelphia, PA, USA, Pages 1017-1032, ISBN 978-1-4503-9249-5, ACM, 2022.

2. Christos Kotselidis; Sotiris Diamantopoulos; Orestis Akrivopoulos; Viktor Rosenfeld; Katerina DOka; Hazeef Mohammed; Georgios Mylonas; Vassilis Spitadakis; Will Morgan; Juan Fumero; Foivos S. Zakkak; Michail Papadimitriou; Maria Xekalaki; Nikos Foutris; Athanasios Stratikopoulos; Nectarios Koziris; Ioannis Konstantinou; Ioannis Mytilinis; Constatinos Bitsakos; Christos Tsalidis; Christos Tselios; Nikolaos Kanakis; Clemens Lutz; Sebastian Breß; Volker Markl

   Efficient Compilation and Execution of JVM-Based Data Processing Frameworks on Heterogeneous Co-Processors

   In: Design, Automation & Test in Europe. Design, Automation & Test in Europe (DATE-2020), March 9-13, Grenoble, France, IEEE, 2020.

3. Clemens Lutz; Sebastian Breß; Steffen Zeuch; Tilmann Rabl; Volker Markl

   Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects

   In: David Maier; Rachel Pottinger (Hrsg.). Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. ACM SIGMOD International Conference on Management of Data (SIGMOD-2020), June 14-19, Portland, OR, USA, Pages 1633-1649, ISBN 978-1-4503-6735-6, The Association for Computing Machinery, 2020.

4. Steffen Zeuch; Bonaventura Del Monte; Jeyhun Karimov; Clemens Lutz; Manuel Renz; Jonas Traub; Sebastian Breß; Tilmann Rabl; Volker Markl

   Analyzing Efficient Stream Processing on Modern Hardware

   In: Proceedings of the VLDB Endowment (PVLDB), Vol. 12, No. 5, Pages 516-530, VLDB Endowment, 2019.

5. Clemens Lutz; Sebastian Breß; Tilmann Rabl; Steffen Zeuch; Volker Markl

   Efficient k-Means on GPUs

   In: Proceedings of the 14th International Workshop on Data Management on New Hardware. International Workshop on Data Management on New Hardware (DaMoN-2018), 14th, located at ACM SIGMOD International Conference on Management of Data, June 10-15, Houston, TX, USA, ISBN 978-1-4503-5853-8/18/06, ACM, New York, NY, USA, 2018.

6. Clemens Lutz; Sebastian Breß; Tilmann Rabl; Steffen Zeuch; Volker Markl

   Efficient and Scalable k-Means on GPUs

   In: Theo Härder; Ralf Schenkel (Hrsg.). Datenbank-Spektrum, Vol. Schwerpunktbeitrag, No. 13222, Pages 1-13, Springer, 2018.

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