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Inhalt des Dokuments

Publikationen

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2018

Efficient k-means on GPUs [30]

Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl

Proceedings of the 14th International Workshop on Data Management on New Hardware (DAMON '18), 3:1 - 3:3. 2018

Download Bibtex Eintrag [31]

Benchmarking Distributed Data Processing Systems for Machine Learning Workloads [32]

Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl

Performance Evaluation and Benchmarking for the Era of Artificial Intelligence - 10th TPC Technology Conference, TPCTC 2018 2018

Download Bibtex Eintrag [33]

Big Data Platforms for Data Analytics [34]

Volker Markl, Vinayak R. Borkar, Matei Zaharia, Till Westmann, Alexander Alexandrov

Encyclopedia of Database Systems, Second Edition. Springer. 2018

Download Bibtex Eintrag [35]

Sharing hash codes for multiple purposes [36]

Wiktor Pronobis, Danny Panknin, Johannes Kirschnick, Vignesh Srinivasan, Wojciech Samek, Volker Markl, Manohar Kaul, Klaus-Robert Müller, Shinichi Nakajima

Japanese Journal of Statistics and Data Science, 215–246. 2018

Download Bibtex Eintrag [37]

Eine nationale Daten- und Analyseinfrastruktur als Grundlage digitaler Souveränität [38]

Volker Markl

Informatik-Spektrum 41(6), 433-439. 2018

Download Bibtex Eintrag [39]

Benchmarking Distributed Stream Data Processing Systems [40]

Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl

34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018, 1507-1518. 2018

Download Bibtex Eintrag [41]

Pipelined Query Processing in Coprocessor Environments [42]

Henning Funke Sebastian Breß Stefan Noll Volker Markl Jens Teubner

In International Conference on Management of Data (SIGMOD 2018), 1603-1618. 2018

Download Bibtex Eintrag [43]

ScootR: Scaling R Dataframes on Dataflow Systems [44]

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

SoCC'18:, 288-300. 2018

Download Bibtex Eintrag [45]

Mosaics in Big Data, Stratosphere, Apache Flink, and Beyond [46]

Volker Markl

ACM International Conference on Distributed and Event-based Systems (DEBS 2018):, 7-13. 2018

Download Bibtex Eintrag [47]

2019

Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs [48]

Viktor Rosenfeld, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl

DaMoN ’19: Data Management on New Hardware. ACM, new York, NY, USA. 2019

Download Bibtex Eintrag [49]

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[76]
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