Andreas Kunft

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 6

Top Topics

Relational Algebra

Intermediate Representations

Sparse Matrices

Distributed Systems

Top Venues

Proc. VLDB Endow.

Technical University of Berlin, Germany (PHD)

Education History

Technical University of Berlin, Germany

PHD

Publications

Jonas Dippel, Barbara Feulner, Tobias Winterhoff, Simon Schallenberg, Gabriel Dernbach, Andreas Kunft, Stephan Tietz, Philipp Jurmeister, David Horst, Lukas Ruff, Klaus-Robert Müller, Frederick Klauschen, Maximilian Alber
RudolfV: A Foundation Model by Pathologists for Pathologists. CoRR (2024)
Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Sebastian Breß, Tilmann Rabl, Volker Markl
An Intermediate Representation for Optimizing Machine Learning Pipelines. Proc. VLDB Endow. 12 (11) (2019)
Andreas Kunft, Lukas Stadler, Daniele Bonetta, Cosmin Basca, Jens Meiners, Sebastian Breß, Tilmann Rabl, Juan José Fumero, Volker Markl
ScootR: Scaling R Dataframes on Dataflow Systems. SoCC (2018)
Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Tilmann Rabl, Volker Markl
BlockJoin: Efficient Matrix Partitioning Through Joins. Proc. VLDB Endow. 10 (13) (2017)
Christoph Boden, Alexander Alexandrov, Andreas Kunft, Tilmann Rabl, Volker Markl
PEEL: A Framework for Benchmarking Distributed Systems and Algorithms. TPCTC (2017)
Andreas Kunft, Alexander Alexandrov, Asterios Katsifodimos, Volker Markl
Bridging the gap: towards optimization across linear and relational algebra. BeyondMR@SIGMOD (2016)
Alexander Alexandrov, Andreas Kunft, Asterios Katsifodimos, Felix Schüler, Lauritz Thamsen, Odej Kao, Tobias Herb, Volker Markl
Implicit Parallelism through Deep Language Embedding. SIGMOD Conference (2015)