Maximilian E. Schüle, M.Sc.

Address: Technische Universität München
Institut für Informatik – Lehrstuhl III (I3)
Boltzmannstr. 3
85748 Garching
Room:
Raumplan
02.11.060
Phone: +49 (0)89 / 289-17250
E-Mail: m.schuele@tum.de
Office Hours: Please arrange an appointment by e-mail

Research Area

  • 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

Publications

  • 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)
  • 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)
  • Maximilian E. Schüle, Dimitri Vorona, Linnea Passing, Harald Lang, Alfons Kemper, Stephan Günnemann, Thomas Neumann
    The Power of SQL Lambda Functions
    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
    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)
  • Nina Hubig, Linnea Passing, Maximilian E. Schüle, Dimitri Vorona, Alfons Kemper, Thomas Neumann
    HyPerInsight: Data Exploration Deep Inside HyPer
    The 26th ACM International Conference on Information and Knowledge Management (CIKM 2017)
  • 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)
  • Maximilian E. Schüle
    Integration of a High Performant Apriori Operator in a Main Memory Database
    Master's Thesis, TU Munich, 2016
    Downloads: [MA-Thesis]
  • Maximilian E. Schüle
    A Bash to SQL Compiler for in place File Analysis
    Bachelor's Thesis, TU Munich, 2013
    Downloads: [BA-Thesis]

Teaching

Summer Term 2019: Implementation of Database Systems
Summer Term 2018: Implementation of Database Systems
Winter Term 2017: Seminar: Techniques for implementing main memory database systems
Summer Term 2017: Implementation of Database Systems
Winter Term 2012: Operating-Systems and Systems Software (Tutor)

Short CV

  • Since Feb. 2017 Research Assistant with the database group, Prof. Alfons Kemper, Ph.D. and Prof. Dr. Thomas Neumann TU Munich, Germany
  • Oct. 2014 - Dec. 2016 M.Sc. in Software Engineering TU Munich, LMU Munich and University of Augsburg, Germany
  • Sep. 2013 - Jan. 2014 Student Exchange Sorbonne University, Paris, France
  • Oct. 2011 - Sep. 2014 B.Sc. in Computer Science TU Munich, Germany

Materials

Possible Theses

  • LLVM code generating automatic differentiation framework using backward accumulation
  • Factorised databases for machine learning purposes
  • accuracy evaluation of different gradient descent frameworks
  • cache-friendly tensor operations inside of database systems

 

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