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Fachgebiet Datenbanksysteme und InformationsmanagementPublikationen

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Publikationen

2021

Fast CSV Loading Using GPUs and RDMA for In-Memory Data Processing

Alexander Kumaigorodski, Clemens Lutz, Volker Markl

BTW 2021

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

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

EDBT 2021

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ExDRa: Exploratory Data Science on Federated Raw Data

Sebastian Baunsgaard, Matthias Boehm, Ankit Chaudhary, Behrouz Derakhshan, Stefan Geißelsöder, Philipp Marian Grulich, Michael Hildebrand, Kevin Innerebner, Volker Markl, Claus Neubauer, Sarah Osterburg, Olga Ovcharenko, Sergey Redyuk, Tobias Rieger, Alireza Rezaei Mahdiraji, Sebastian Benjamin Wrede, Steffen Zeuch

SIGMOD 2021

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Compliant Geo-distributed Query Processing

Kaustubh Beedkar, Jorge Quiane-Ruiz, Volker Markl

SIGMOD 2021

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Automated Feature Engineering for Algorithmic Fairness

Ricardo Salazar Diaz, Felix Neutatz, Ziawasch Abedjan

VLDB 2021

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From Cleaning before ML to Cleaning for ML

Felix Neutatz, Binger Chen, Ziawasch Abedjan, Eugene Wu

IEEE Data Engineering Bulletin 2021

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Hybrid Evaluation for Distributed Iterative Matrix Computation

Zihao Chen, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou

SIGMOD 2021

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Scotch: Generating FPGA-Accelerators for Sketching at Line Rate

Martin Kiefer, Ilias Poulakis, Sebastian Breß, Volker Markl

PVLDB 2021

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Towards Resilient Data Management for the Internet of Moving Things

Elena Beatriz Ouro Paz, Eleni Tzirita Zacharatou, Volker Markl

BTW 2021

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