Maximilian E. Schüle

According to our database, Maximilian E. Schüle authored at least 27 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

The Duck's Brain: Training and Inference of Neural Networks in Modern Database Engines.

Maximilian E. Schüle, Thomas Neumann, Alfons Kemper

CoRR, 2023

Blue Elephants Inspecting Pandas: Inspection and Execution of Machine Learning Pipelines in SQL.

Maximilian E. Schüle, Luca Scalerandi, Alfons Kemper, Thomas Neumann

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Teaching Blue Elephants the Maths for Machine Learning.

Clemens Ruck, Maximilian Emanuel Schüle

Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, 2023

NN2SQL: Let SQL Think for Neural Networks.

Maximilian Emanuel Schüle, Alfons Kemper, Thomas Neumann

Proceedings of the Datenbanksysteme für Business, 2023

Recursive SQL and GPU-Support for In-Database Machine Learning.

Maximilian Emanuel Schüle

Proceedings of the Datenbanksysteme für Business, 2023

2022

Modern SQL for Knowledge Discovery and Dataset Versioning.

Maximilian E. Schüle

PhD thesis, 2022

Recursive SQL and GPU-support for in-database machine learning.

Maximilian E. Schüle, Harald Lang, Maximilian Springer, Alfons Kemper, Thomas Neumann, Stephan Günnemann

Distributed Parallel Databases, 2022

B²-Tree: Page-Based String Indexing in Concurrent Environments.

Josef Schmeißer, Maximilian E. Schüle, Viktor Leis, Thomas Neumann, Alfons Kemper

Datenbank-Spektrum, 2022

Recursive SQL for Data Mining.

Maximilian Emanuel Schüle, Alfons Kemper, Thomas Neumann

Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022

ArrayQL Integration into Code-Generating Database Systems.

Maximilian E. Schüle, Tobias Götz, Alfons Kemper, Thomas Neumann

Proceedings of the 25th International Conference on Extending Database Technology, 2022

LLVM code optimisation for automatic differentiation: when forward and reverse mode lead in the same direction.

Maximilian E. Schüle, Maximilian Springer, Alfons Kemper, Thomas Neumann

Proceedings of the DEEM '22: Proceedings of the Sixth Workshop on Data Management for End-To-End Machine Learning Philadelphia, 2022

2021

In-Database Machine Learning with SQL on GPUs.

Maximilian E. Schüle, Harald Lang, Maximilian Springer, Alfons Kemper, Thomas Neumann, Stephan Günnemann

Proceedings of the SSDBM 2021: 33rd International Conference on Scientific and Statistical Database Management, 2021

ArrayQL for Linear Algebra within Umbra.

Maximilian E. Schüle, Tobias Götz, Alfons Kemper, Thomas Neumann

Proceedings of the SSDBM 2021: 33rd International Conference on Scientific and Statistical Database Management, 2021

TardisDB: Extending SQL to Support Versioning.

Maximilian E. Schüle, Josef Schmeißer, Thomas Blum, Alfons Kemper, Thomas Neumann

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

B²-Tree: Cache-Friendly String Indexing within B-Trees.

Josef Schmeißer, Maximilian E. Schüle, Viktor Leis, Thomas Neumann, Alfons Kemper

Proceedings of the Datenbanksysteme für Business, 2021

Umbra as a Time Machine.

Lukas Karnowski, Maximilian E. Schüle, Alfons Kemper, Thomas Neumann

Proceedings of the Datenbanksysteme für Business, 2021

One Buffer Manager to Rule Them All: Using Distributed Memory with Cache Coherence over RDMA.

Magdalena Pröbstl, Philipp Fent, Maximilian E. Schüle, Moritz Sichert, Thomas Neumann, Alfons Kemper

Proceedings of the International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, 2021

2020

Freedom for the SQL-Lambda: Just-in-Time-Compiling User-Injected Functions in PostgreSQL.

Maximilian E. Schüle, Jakob Huber, Alfons Kemper, Thomas Neumann

Proceedings of the SSDBM 2020: 32nd International Conference on Scientific and Statistical Database Management, 2020

ARTful Skyline Computation for In-Memory Database Systems.

Maximilian E. Schüle, Alex Kulikov, Alfons Kemper, Thomas Neumann

Proceedings of the New Trends in Databases and Information Systems, 2020

2019

Versioning in Main-Memory Database Systems: From MusaeusDB to TardisDB.

Maximilian E. Schüle, Lukas Karnowski, Josef Schmeißer, Benedikt Kleiner, Alfons Kemper, Thomas Neumann

Proceedings of the 31st International Conference on Scientific and Statistical Database Management, 2019

MLearn: A Declarative Machine Learning Language for Database Systems.

Maximilian E. Schüle, Matthias Bungeroth, Alfons Kemper, Stephan Günnemann, Thomas Neumann

Proceedings of the 3rd International Workshop on Data Management for End-to-End Machine Learning, 2019

The Power of SQL Lambda Functions.

Maximilian E. Schüle, Dimitri Vorona, Linnea Passing, Harald Lang, Alfons Kemper, Stephan Günnemann, Thomas Neumann

Proceedings of the Advances in Database Technology, 2019

ML2SQL - Compiling a Declarative Machine Learning Language to SQL and Python.

Maximilian E. Schüle, Matthias Bungeroth, Dimitri Vorona, Alfons Kemper, Stephan Günnemann, Thomas Neumann

Proceedings of the Advances in Database Technology, 2019

In-Database Machine Learning: Gradient Descent and Tensor Algebra for Main Memory Database Systems.

Maximilian E. Schüle, Frédéric Simonis, Thomas Heyenbrock, Alfons Kemper, Stephan Günnemann, Thomas Neumann

Proceedings of the Datenbanksysteme für Business, 2019

Ja-(zu-)SQL: Evaluation einer SQL-Skriptsprache für Hauptspeicherdatenbanksysteme.

Maximilian E. Schüle, Linnea Passing, Alfons Kemper, Thomas Neumann

Proceedings of the Datenbanksysteme für Business, 2019

2017

Monopedia: Staying Single is Good Enough - The HyPer Way for Web Scale Applications.

Maximilian E. Schüle, Pascal Schliski, Thomas Hutzelmann, Tobias Rosenberger, Viktor Leis, Dimitri Vorona, Alfons Kemper, Thomas Neumann

Proc. VLDB Endow., 2017

HyPerInsight: Data Exploration Deep Inside HyPer.

Nina C. Hubig, Linnea Passing, Maximilian E. Schüle, Dimitri Vorona, Alfons Kemper, Thomas Neumann

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017