Prof. Dr. Maximilian E. Schüle Adresse: Technische Universität München Institut für Informatik Boltzmannstr. 3 85748 Garching Raum: Extern E-Mail: m.schuele@tum.de Bürozeit: Bitte per E-Mail Termin vereinbaren.

Forschungsgebiete

• HyPer: Hybrid OLTP&OLAP High-Performance Database System
• Knowledge Discovery on Main Memory Databases
• Version Control in Database Management Systems
• Integration and Generalization of Data Mining Operators in Main Memory Databases

Publikationen

• Maximilian E. Schüle, Alfons Kemper, Thomas Neumann
  NN2SQL: Let SQL Think for Neural Networks
  20th symposium of "Database systems for Business, Technology and Web (BTW 2023)
• Maximilian E. Schüle, Harald Lang, Maximilian Springer, Alfons Kemper, Thomas Neumann, Stephan Günnemann
  Recursive SQL and GPU-support for in-database machine learning
  Distributed and Parallel Databases: Scientific and Statistical Data Management in the Age of AI 2021
• Maximilian E. Schüle Modern SQL for Knowledge Discovery and Dataset Versioning Dissertation, Technische Universität München, Dezember 2021
• Maximilian E. Schüle, Luca Scalerandi, Alfons Kemper, Thomas Neumann
  Blue Elephants Inspecting Pandas: Inspection and Execution of Machine Learning Pipelines in SQL
  26th International Conference on Extending Database Technology (EDBT 2023)
• Maximilian E. Schüle, Alfons Kemper, Thomas Neumann
  Recursive SQL for Data Mining [Video] [Slides]
  34th International Conference on Scientific and Statistical Database Management (SSDBM 2022)
• Maximilian E. Schüle, Maximilian Springer, Alfons Kemper, Thomas Neumann
  LLVM Code Optimisation for Automatic Differentiation [Slides]
  6th Workshop on Data Management for End-to-End Machine Learning (DEEM@SIGMOD 2022)
• Josef Schmeißer, Maximilian E. Schüle, Viktor Leis, Thomas Neumann, Alfons Kemper B²-Tree: Page-Based String Indexing in Concurrent Environments Datenbank-Spektrum Feburary 2022, Volume 21, Issue 3
• Maximilian E. Schüle, Tobias Götz, Alfons Kemper, Thomas Neumann
  ArrayQL Integration into Code-Generating Database Systems [Video] [Slides]
  25th International Conference on Extending Database Technology (EDBT 2022)
• Magdalena Pröbstl, Philipp Fent, Maximilian E. Schüle, Moritz Sichert, Thomas Neumann and Alfons Kemper
  One Buffer Manager to Rule Them All: Using Distributed Memory with Cache Coherence over RDMA
  12th International Workshop on Accelerating Analytics and Data Management Systems (ADMS@VLDB 2021) Downloads: [Paper] [Slides] [Source Code]
• Maximilian E. Schüle, Tobias Götz, Alfons Kemper, Thomas Neumann
  ArrayQL for Linear Algebra within Umbra
  33rd International Conference on Scientific and Statistical Database Management (SSDBM 2021)
• Maximilian E. Schüle, Harald Lang, Maximilian Springer, Alfons Kemper, Thomas Neumann, Stephan Günnemann
  In-Database Machine Learning with SQL on GPUs [Video] [Slides]
  33rd International Conference on Scientific and Statistical Database Management (SSDBM 2021)
• Maximilian E. Schüle, Josef Schmeißer, Thomas Blum, Alfons Kemper, Thomas Neumann
  TardisDB: Extending SQL to Support Versioning [Slides] [Webinterface] [Video] [Source Code]
  ACM SIGMOD International Conference on Management of Data (SIGMOD 2021)
• Lukas Karnowski, Maximilian E. Schüle, Alfons Kemper, Thomas Neumann
  Umbra as a Time Machine: Adding a Versioning Type to SQL [Slides]
  19th symposium of "Database systems for Business, Technology and Web" (BTW 2021)
• Josef Schmeißer, Maximilian E. Schüle, Viktor Leis, Thomas Neumann, Alfons Kemper
  B²-Tree: Cache-Friendly String Indexing within B-Trees.
  19th symposium of "Database systems for Business, Technology and Web" (BTW 2021)
• Maximilian E. Schüle, Alex Kulikov, Alfons Kemper, Thomas Neumann
  ARTful Skyline Computation for In-Memory Database Systems [Slides] [Video]
  24th European Conference on Advances in Databases and Information Systems (ADBIS 2020)
• Maximilian E. Schüle, Jakob Huber, Alfons Kemper, Thomas Neumann
  Freedom for the SQL-Lambda: Just-in-Time-Compiling User-Injected Functions in PostgreSQL
  32nd International Conference on Scientific and Statistical Database Management (SSDBM 2020)
  Downloads: [Paper] [Slides] [Video] [Source Code]
• Maximilian E. Schüle, Lukas Karnowski, Josef Schmeißer, Alfons Kemper, Thomas Neumann
  Versioning in Main-Memory Database Systems: From MusaeusDB to TardisDB
  31st International Conference on Scientific and Statistical Database Management (SSDBM 2019)
  Downloads: [Paper] [Poster] [Slides] [Source Code]
• Maximilian E. Schüle, Matthias Bungeroth, Alfons Kemper, Stephan Günnemann, Thomas Neumann
  MLearn: A Declarative Machine Learning Language for Database Systems
  3rd Workshop on Data Management for End-to-End Machine Learning (DEEM@SIGMOD 2019)
• Maximilian E. Schüle, Matthias Bungeroth, Dimitri Vorona, Alfons Kemper, Stephan Günnemann, Thomas Neumann
  ML2SQL - Compiling a Declarative Machine Learning Language to SQL and Python
  22nd International Conference on Extending Database Technology (EDBT 2019)
  Downloads: [Paper] [BibTeX] [Poster] [Webinterface] [Source Code]
• Maximilian E. Schüle, Dimitri Vorona, Linnea Passing, Harald Lang, Alfons Kemper, Stephan Günnemann, Thomas Neumann
  The Power of SQL Lambda Functions [Poster] [Webinterface]
  22nd International Conference on Extending Database Technology (EDBT 2019)
• Maximilian E. Schüle, Frédéric Simonis, Thomas Heyenbrock, Alfons Kemper, Stephan Günnemann, Thomas Neumann
  In-Database Machine Learning: Gradient Descent and Tensor Algebra for Main Memory Database Systems [BibTeX] [Poster] [Slides]
  18th symposium of "Database systems for Business, Technology and Web" (BTW 2019)
• Maximilian E. Schüle, Linnea Passing, Alfons Kemper, Thomas Neumann
  Ja-(zu-)SQL: Evaluation einer SQL-Skriptsprache für Hauptspeicherdatenbanksysteme
  18th symposium of "Database systems for Business, Technology and Web" (BTW 2019)
  Downloads: [Paper] [BibTeX] [Poster] [Slides]
• Nina Hubig, Linnea Passing, Maximilian E. Schüle, Dimitri Vorona, Alfons Kemper, Thomas Neumann
  HyPerInsight: Data Exploration Deep Inside HyPer (Best Demo Candidate)
  The 26th ACM International Conference on Information and Knowledge Management (CIKM 2017)
  Downloads: [Paper] [BibTeX] [Poster] [Webinterface]
• Maximilian E. Schüle, Pascal Schliski, Thomas Hutzelmann, Tobias Rosenberger, Viktor Leis, Dimitri Vorona, Alfons Kemper, Thomas Neumann
  Monopedia: Staying Single is Good Enough - The HyPer Way for Web Scale Applications
  43th International Conference on Very Large Databases (VLDB 2017)
  Downloads: [Paper] [BibTeX] [Poster] [Webinterface] [Repo]
• Maximilian E. Schüle
  Integration eines hochperformanten Apriori-Operators in einer Hauptspeicherdatenbank
  Masterarbeit, TU München, 2016
• Maximilian E. Schüle
  Ein Bash-zu-SQL-Übersetzers für die in-situ Dateianalyse
  Bachelorarbeit, TU München, 2015

Lehre

Kurzlebenslauf

• Seit Okt. 2022 Professor für Data Engineering Universität Bamberg, Deutschland
• Feb. 2017 - Okt. 2022 Wissenschaftlicher Mitarbeiter am Lehrstuhl für Datenbanksysteme bei Prof. Alfons Kemper, Ph.D. und Prof. Dr. Thomas Neumann TU München, Deutschland
• Okt. 2014 - Dez. 2016 M.Sc. in Software Engineering TU München, Ludwig-Maximilians-Universität and Universität Augsburg, Deutschland
• Sep. 2013 - Jan. 2014 Austauschsemester Sorbonne Université, Paris, Frankreich
• Okt. 2011 - Sep. 2014 B.Sc. in Informatik TU München, Deutschland

Materialien

• Official TUM Informatics BA/MA LaTeX Thesis Template
• Official TUM Informatics BA/MA LaTeX Thesis Template (Reduced)
• LaTeX Seminar Template (Linux)
• LaTeX Seminar Template (Windows)
• Find me on our gitlab