In-Database Machine Learning with SQL on GPUs ME Schüle, H Lang, M Springer, A Kemper, T Neumann, S Günnemann | 39 | 2021 |
Freedom for the sql-lambda: Just-in-time-compiling user-injected functions in postgresql ME Schüle, J Huber, A Kemper, T Neumann Proceedings of the 32nd International Conference on Scientific and …, 2020 | 34 | 2020 |
In-database machine learning: Gradient descent and tensor algebra for main memory database systems M Schüle, F Simonis, T Heyenbrock, A Kemper, S Günnemann, ... Gesellschaft für Informatik, Bonn, 2019 | 27 | 2019 |
ML2SQL-Compiling a Declarative Machine Learning Language to SQL and Python. ME Schüle, M Bungeroth, D Vorona, A Kemper, S Günnemann, ... EDBT, 562-565, 2019 | 26 | 2019 |
Mlearn: A declarative machine learning language for database systems ME Schüle, M Bungeroth, A Kemper, S Günnemann, T Neumann Proceedings of the 3rd International Workshop on Data Management for End-to …, 2019 | 23 | 2019 |
TardisDB: extending SQL to support versioning ME Schüle, J Schmeißer, T Blum, A Kemper, T Neumann Proceedings of the 2021 International Conference on Management of Data, 2775 …, 2021 | 17 | 2021 |
Hyperinsight: Data exploration deep inside hyper N Hubig, L Passing, ME Schüle, D Vorona, A Kemper, T Neumann Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017 | 17 | 2017 |
ArrayQL Integration into Code-Generating Database Systems. ME Schüle, T Götz, A Kemper, T Neumann EDBT, 1:40-1:51, 2022 | 15 | 2022 |
ArrayQL for linear algebra within umbra M Schüle, T Götz, A Kemper, T Neumann Proceedings of the 33rd International Conference on Scientific and …, 2021 | 15 | 2021 |
Versioning in main-memory database systems: From musaeusdb to tardisdb ME Schule, L Karnowski, J Schmeißer, B Kleiner, A Kemper, T Neumann Proceedings of the 31st International Conference on Scientific and …, 2019 | 15 | 2019 |
The Power of SQL Lambda Functions. ME Schüle, D Vorona, L Passing, H Lang, A Kemper, S Günnemann, ... EDBT, 534-537, 2019 | 13 | 2019 |
Monopedia: staying single is good enough--the hyper way for web scale applications ME Schüle, PMN Schliski, T Hutzelmann, T Rosenberger, V Leis, ... Proceedings of the VLDB Endowment 10 (12), 1921-1924, 2017 | 13 | 2017 |
Blue Elephants Inspecting Pandas: Inspection and Execution of Machine Learning Pipelines in SQL. ME Schüle, L Scalerandi, A Kemper, T Neumann EDBT, 40-52, 2023 | 12 | 2023 |
Recursive SQL and GPU-support for in-database machine learning ME Schüle, H Lang, M Springer, A Kemper, T Neumann, S Günnemann Distributed and Parallel Databases 40 (2), 205-259, 2022 | 12 | 2022 |
Umbra as a Time Machine: Adding a Versioning Type to SQL L Karnowski, ME Schüle, A Kemper, T Neumann BTW (LNI). Gesellschaft für Informatik, Bonn, 2021 | 11* | 2021 |
One Buffer Manager to Rule Them All: Using Distributed Memory with Cache Coherence over RDMA. M Pröbstl, P Fent, ME Schüle, M Sichert, T Neumann, A Kemper ADMS@ VLDB, 17-26, 2021 | 11 | 2021 |
Ja-(zu-) SQL: Evaluation einer SQL-Skriptsprache für Hauptspeicherdatenbanksysteme M Schüle, L Passing, A Kemper, T Neumann Gesellschaft für Informatik, Bonn, 2019 | 10 | 2019 |
B²-Tree: Cache-Friendly String Indexing within B-Trees. J Schmeißer, ME Schüle, V Leis, T Neumann, A Kemper BTW, 39-58, 2021 | 9 | 2021 |
NN2SQL: Let SQL Think for Neural Networks M Schüle, A Kemper, T Neumann Otto-Friedrich-Universität, 2023 | 5 | 2023 |
Recursive sql for data mining ME Schüle, A Kemper, T Neumann Proceedings of the 34th International Conference on Scientific and …, 2022 | 5 | 2022 |