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Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects [30]

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

SIGMOD 2020

Download Bibtex entry [31]

Efficient and Scalable k‑Means on GPUs [32]

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

Datenbank-Spektrum 18(3), 157-169. 2018

Download Bibtex entry [33]

Efficient k-means on GPUs [34]

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 entry [35]

Triton Join: Efficiently Scaling the Operator State on GPUs with Fast Interconnects [36]

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

SIGMOD 2022

Download Bibtex entry [37]

Benchmarking Distributed Data Processing Systems for Machine Learning Workloads [38]

Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl

TPCTC 2018, 42-57. 2018

Download Bibtex entry [39]

PEEL: A Framework for benchmarking distributed systems and algorithms [40]

Christoph Boden, Alexander Alexandrov, Andreas Kunft, Tilmann Rabl, Volker Markl

Ninth TPC Technology Conference on Performance Evaluation & Benchmarking (TPCTC 2017) @VLDB 2017 2017

Download Bibtex entry [41]

Benchmarking Distributed Data Processing Systems for Machine Learning Workloads [42]

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 entry [43]

Distributed Machine Learning - but at what COST? [44]

Christoph Boden, Tilmann Rabl, Volker Markl

ML Systems Workshop@ NIPS2017 2017

Download Bibtex entry [45]

Extracting a Repository of Events and Event References from News Clusters [46]

Akbik Alan Julinda Silvia Boden Christoph

Association for Computational Linguistics, S. 49-53. 2014

Download Bibtex entry [47]

GeoBlocks: A Query-Cache Accelerated Data Structure for Spatial Aggregation over Polygons [48]

Christian Winter, Andreas Kipf, Christoph Anneser, Eleni Tzirita Zacharatou, Thomas Neumann, Alfons Kemper

EDBT 2021

Download Bibtex entry [49]

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