Thomas Neumann

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 140

Top Venues

University of Mannheim, Germany (PHD)

Education History

University of Mannheim, Germany

PHD

Publications

Alice Rey, Michael Freitag, Thomas Neumann
Seamless Integration of Parquet Files into Data Processing. BTW (2023)
Maximilian E. Schüle, Luca Scalerandi, Alfons Kemper, Thomas Neumann
Blue Elephants Inspecting Pandas: Inspection and Execution of Machine Learning Pipelines in SQL. EDBT (2023)
Christian Winter, Moritz Sichert, Altan Birler, Thomas Neumann, Alfons Kemper
Communication-Optimal Parallel Reservoir Sampling. BTW (2023)
Christian Winter, Thomas Neumann, Alfons Kemper
Relation-Based In-Database Stream Processing. VLDB Workshops (2023)
Maximilian Emanuel Schüle, Alfons Kemper, Thomas Neumann
NN2SQL: Let SQL Think for Neural Networks. BTW (2023)
Peter A. Boncz, Yannis Chronis, Jan Finis, Stefan Halfpap, Viktor Leis, Thomas Neumann, Anisoara Nica, Caetano Sauer, Knut Stolze, Marcin Zukowski
SPA: Economical and Workload-Driven Indexing for Data Analytics in the Cloud. ICDE (2023)
André Kohn, Dominik Moritz, Thomas Neumann
DashQL - Complete Analysis Workflows with SQL. CoRR (2023)
Philipp Fent, Guido Moerkotte, Thomas Neumann
Asymptotically Better Query Optimization Using Indexed Algebra. Proc. VLDB Endow. 16 (11) (2023)
Maximilian E. Schüle, Thomas Neumann, Alfons Kemper
The Duck's Brain: Training and Inference of Neural Networks in Modern Database Engines. CoRR (2023)
Adrian Riedl, Philipp Fent, Maximilian Bandle, Thomas Neumann
Exploiting Code Generation for Efficient LIKE Pattern Matching. VLDB Workshops (2023)
Ferdinand Gruber, Maximilian Bandle, Alexis Engelke, Thomas Neumann, Jana Giceva
Bringing Compiling Databases to RISC Architectures. Proc. VLDB Endow. 16 (6) (2023)
Dominik Durner, Viktor Leis, Thomas Neumann
Exploiting Cloud Object Storage for High-Performance Analytics. Proc. VLDB Endow. 16 (11) (2023)
Philipp Fent, Altan Birler, Thomas Neumann
Practical planning and execution of groupjoin and nested aggregates. VLDB J. 32 (6) (2023)
Maximilian Reif, Thomas Neumann
A Scalable and Generic Approach to Range Joins. Proc. VLDB Endow. 15 (11) (2022)
Leonard von Merzljak, Philipp Fent, Thomas Neumann, Jana Giceva
What Are You Waiting For? Use Coroutines for Asynchronous I/O to Hide I/O Latencies and Maximize the Read Bandwidth! ADMS@VLDB (2022)
Maximilian E. Schüle, Maximilian Springer, Alfons Kemper, Thomas Neumann
LLVM code optimisation for automatic differentiation: when forward and reverse mode lead in the same direction. DEEM@SIGMOD (2022)
Maximilian Emanuel Schüle, Alfons Kemper, Thomas Neumann
Recursive SQL for Data Mining. SSDBM (2022)
Christoph Anneser, Andreas Kipf, Huanchen Zhang, Thomas Neumann, Alfons Kemper
Adaptive Hybrid Indexes. SIGMOD Conference (2022)
Lukas Vogel, Alexander van Renen, Satoshi Imamura, Jana Giceva, Thomas Neumann, Alfons Kemper
Plush: A Write-Optimized Persistent Log-Structured Hash-Table. Proc. VLDB Endow. 15 (11) (2022)
Christian Winter, Jana Giceva, Thomas Neumann, Alfons Kemper
On-Demand State Separation for Cloud Data Warehousing. Proc. VLDB Endow. 15 (11) (2022)
André Kohn, Dominik Moritz, Mark Raasveldt, Hannes Mühleisen, Thomas Neumann
DuckDB-Wasm: Fast Analytical Processing for the Web. Proc. VLDB Endow. 15 (12) (2022)
Moritz Sichert, Thomas Neumann
User-Defined Operators: Efficiently Integrating Custom Algorithms into Modern Databases. Proc. VLDB Endow. 15 (5) (2022)
Adrian Vogelsgesang, Thomas Neumann, Viktor Leis, Alfons Kemper
Efficient Evaluation of Arbitrarily-Framed Holistic SQL Aggregates and Window Functions. SIGMOD Conference (2022)
Michael J. Freitag, Alfons Kemper, Thomas Neumann
Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems. Proc. VLDB Endow. 15 (11) (2022)
Maximilian E. Schüle, Harald Lang, Maximilian Springer, Alfons Kemper, Thomas Neumann, Stephan Günnemann
Recursive SQL and GPU-support for in-database machine learning. Distributed Parallel Databases 40 (2) (2022)
Maximilian E. Schüle, Tobias Götz, Alfons Kemper, Thomas Neumann
ArrayQL Integration into Code-Generating Database Systems. EDBT (2022)
Josef Schmeißer, Maximilian E. Schüle, Viktor Leis, Thomas Neumann, Alfons Kemper
-Tree: Page-Based String Indexing in Concurrent Environments. Datenbank-Spektrum 22 (1) (2022)
Tobias Schmidt, Philipp Fent, Thomas Neumann
Efficiently Compiling Dynamic Code for Adaptive Query Processing. ADMS@VLDB (2022)
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
The Seattle report on database research. Commun. ACM 65 (8) (2022)
Timo Kersten, Viktor Leis, Thomas Neumann
Tidy Tuples and Flying Start: fast compilation and fast execution of relational queries in Umbra. VLDB J. 30 (5) (2021)
Magdalena Pröbstl, Philipp Fent, Maximilian E. Schüle, Moritz Sichert, Thomas Neumann, Alfons Kemper
One Buffer Manager to Rule Them All: Using Distributed Memory with Cache Coherence over RDMA. ADMS@VLDB (2021)
André Kohn, Viktor Leis, Thomas Neumann
Building Advanced SQL Analytics From Low-Level Plan Operators. SIGMOD Conference (2021)
Christian Winter, Andreas Kipf, Christoph Anneser, Eleni Tzirita Zacharatou, Thomas Neumann, Alfons Kemper
GeoBlocks: A Query-Cache Accelerated Data Structure for Spatial Aggregation over Polygons. EDBT (2021)
Martin Eppert, Philipp Fent, Thomas Neumann
A Tailored Regression for Learned Indexes: Logarithmic Error Regression. aiDM@SIGMOD (2021)
Josef Schmeißer, Maximilian E. Schüle, Viktor Leis, Thomas Neumann, Alfons Kemper
B²-Tree: Cache-Friendly String Indexing within B-Trees. BTW (2021)
Maximilian E. Schüle, Tobias Götz, Alfons Kemper, Thomas Neumann
ArrayQL for Linear Algebra within Umbra. SSDBM (2021)
Tim Kraska, Umar Farooq Minhas, Thomas Neumann, Olga Papaemmanouil, Jignesh M. Patel, Christopher Ré, Michael Stonebraker
ML-In-Databases: Assessment and Prognosis. IEEE Data Eng. Bull. 44 (1) (2021)
Maximilian E. Schüle, Harald Lang, Maximilian Springer, Alfons Kemper, Thomas Neumann, Stephan Günnemann
In-Database Machine Learning with SQL on GPUs. SSDBM (2021)
Lukas Karnowski, Maximilian E. Schüle, Alfons Kemper, Thomas Neumann
Umbra as a Time Machine. BTW (2021)
Maximilian Bandle, Jana Giceva, Thomas Neumann
To Partition, or Not to Partition, That is the Join Question in a Real System. SIGMOD Conference (2021)
Benjamin Wagner, André Kohn, Thomas Neumann
Self-Tuning Query Scheduling for Analytical Workloads. SIGMOD Conference (2021)
Philipp Fent, Thomas Neumann
A Practical Approach to Groupjoin and Nested Aggregates. Proc. VLDB Endow. 14 (11) (2021)
Maximilian E. Schüle, Josef Schmeißer, Thomas Blum, Alfons Kemper, Thomas Neumann
TardisDB: Extending SQL to Support Versioning. SIGMOD Conference (2021)
Alexander Beischl, Timo Kersten, Maximilian Bandle, Jana Giceva, Thomas Neumann
Profiling dataflow systems on multiple abstraction levels. EuroSys (2021)
Dominik Durner, Viktor Leis, Thomas Neumann
JSON Tiles: Fast Analytics on Semi-Structured Data. SIGMOD Conference (2021)
Thomas Neumann
Evolution of a Compiling Query Engine. Proc. VLDB Endow. 14 (12) (2021)
André Kohn, Viktor Leis, Thomas Neumann
Making Compiling Query Engines Practical. IEEE Trans. Knowl. Data Eng. 33 (2) (2021)
Thomas Neumann, Michael J. Freitag
Umbra: A Disk-Based System with In-Memory Performance. CIDR (2020)
Philipp Fent, Michael Jungmair, Andreas Kipf, Thomas Neumann
START - Self-Tuning Adaptive Radix Tree. ICDE Workshops (2020)
Michael J. Freitag, Maximilian Bandle, Tobias Schmidt, Alfons Kemper, Thomas Neumann
Adopting Worst-Case Optimal Joins in Relational Database Systems. Proc. VLDB Endow. 13 (11) (2020)
Lukas Vogel, Alexander van Renen, Satoshi Imamura, Viktor Leis, Thomas Neumann, Alfons Kemper
Mosaic: A Budget-Conscious Storage Engine for Relational Database Systems. Proc. VLDB Endow. 13 (11) (2020)
Michael Haubenschild, Caetano Sauer, Thomas Neumann, Viktor Leis
Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines. SIGMOD Conference (2020)
Andreas Kipf, Harald Lang, Varun Pandey, Raul Alexandru Persa, Christoph Anneser, Eleni Tzirita Zacharatou, Harish Doraiswamy, Peter A. Boncz, Thomas Neumann, Alfons Kemper
Adaptive Main-Memory Indexing for High-Performance Point-Polygon Joins. EDBT (2020)
Alexander van Renen, Lukas Vogel, Viktor Leis, Thomas Neumann, Alfons Kemper
Building blocks for persistent memory. VLDB J. 29 (6) (2020)
Philipp Fent, Alexander van Renen, Andreas Kipf, Viktor Leis, Thomas Neumann, Alfons Kemper
Low-Latency Communication for Fast DBMS Using RDMA and Shared Memory. ICDE (2020)
Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann
RadixSpline: a single-pass learned index. aiDM@SIGMOD (2020)
Timo Kersten, Thomas Neumann
On another level: how to debug compiling query engines. DBTest@SIGMOD (2020)
Maximilian E. Schüle, Jakob Huber, Alfons Kemper, Thomas Neumann
Freedom for the SQL-Lambda: Just-in-Time-Compiling User-Injected Functions in PostgreSQL. SSDBM (2020)
Harald Lang, Alexander Beischl, Viktor Leis, Peter A. Boncz, Thomas Neumann, Alfons Kemper
Tree-Encoded Bitmaps. SIGMOD Conference (2020)
Christoph Anneser, Andreas Kipf, Harald Lang, Thomas Neumann, Alfons Kemper
The Case for Hybrid Succinct Data Structures. EDBT (2020)
Maximilian E. Schüle, Alex Kulikov, Alfons Kemper, Thomas Neumann
ARTful Skyline Computation for In-Memory Database Systems. ADBIS (Short Papers) (2020)
Ryan Marcus, Andreas Kipf, Alexander van Renen, Mihail Stoian, Sanchit Misra, Alfons Kemper, Thomas Neumann, Tim Kraska
Benchmarking Learned Indexes. CoRR (2020)
Altan Birler, Bernhard Radke, Thomas Neumann
Concurrent online sampling for all, for free. DaMoN (2020)
Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann
RadixSpline: A Single-Pass Learned Index. CoRR (2020)
Harald Lang, Linnea Passing, Andreas Kipf, Peter A. Boncz, Thomas Neumann, Alfons Kemper
Make the most out of your SIMD investments: counter control flow divergence in compiled query pipelines. VLDB J. 29 (2-3) (2020)
Ryan Marcus, Andreas Kipf, Alexander van Renen, Mihail Stoian, Sanchit Misra, Alfons Kemper, Thomas Neumann, Tim Kraska
Benchmarking Learned Indexes. Proc. VLDB Endow. 14 (1) (2020)
Peter A. Boncz, Thomas Neumann, Viktor Leis
FSST: Fast Random Access String Compression. Proc. VLDB Endow. 13 (11) (2020)
Christian Winter, Tobias Schmidt, Thomas Neumann, Alfons Kemper
Meet Me Halfway: Split Maintenance of Continuous Views. Proc. VLDB Endow. 13 (11) (2020)
Jan Böttcher, Viktor Leis, Jana Giceva, Thomas Neumann, Alfons Kemper
Scalable and robust latches for database systems. DaMoN (2020)
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. BTW (2019)
Dimitri Vorona, Andreas Kipf, Thomas Neumann, Alfons Kemper
DeepSPACE: Approximate Geospatial Query Processing with Deep Learning. CoRR (2019)
Michael J. Freitag, Thomas Neumann
Every Row Counts: Combining Sketches and Sampling for Accurate Group-By Result Estimates. CIDR (2019)
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
The Seattle Report on Database Research. SIGMOD Rec. 48 (4) (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. EDBT (2019)
Alexander van Renen, Lukas Vogel, Viktor Leis, Thomas Neumann, Alfons Kemper
Persistent Memory I/O Primitives. DaMoN (2019)
Harald Lang, Thomas Neumann, Alfons Kemper, Peter A. Boncz
Performance-Optimal Filtering: Bloom overtakes Cuckoo at High-Throughput. Proc. VLDB Endow. 12 (5) (2019)
Dominik Durner, Viktor Leis, Thomas Neumann
Experimental Study of Memory Allocation for High-Performance Query Processing. ADMS@VLDB (2019)
Kai-Uwe Sattler, Alfons Kemper, Thomas Neumann, Jens Teubner
DFG Priority Program SPP 2037: Scalable Data Management for Future Hardware. BTW (Workshops) (2019)
Dimitri Vorona, Andreas Kipf, Thomas Neumann, Alfons Kemper
DeepSPACE: Approximate Geospatial Query Processing with Deep Learning. SIGSPATIAL/GIS (2019)
Andreas Kipf, Varun Pandey, Jan Böttcher, Lucas Braun, Thomas Neumann, Alfons Kemper
Scalable Analytics on Fast Data. ACM Trans. Database Syst. 44 (1) (2019)
Andreas Kipf, Dimitri Vorona, Jonas Müller, Thomas Kipf, Bernhard Radke, Viktor Leis, Peter A. Boncz, Thomas Neumann, Alfons Kemper
Estimating Cardinalities with Deep Sketches. CoRR (2019)
Alexander van Renen, Lukas Vogel, Viktor Leis, Thomas Neumann, Alfons Kemper
Persistent Memory I/O Primitives. CoRR (2019)
Maximilian E. Schüle, Linnea Passing, Alfons Kemper, Thomas Neumann
Ja-(zu-)SQL: Evaluation einer SQL-Skriptsprache für Hauptspeicherdatenbanksysteme. BTW (2019)
Adrian Vogelsgesang, Tobias Mühlbauer, Viktor Leis, Thomas Neumann, Alfons Kemper
Domain Query Optimization: Adapting the General-Purpose Database System Hyper for Tableau Workloads. BTW (2019)
Dominik Durner, Viktor Leis, Thomas Neumann
On the Impact of Memory Allocation on High-Performance Query Processing. DaMoN (2019)
Viktor Leis, Michael Haubenschild, Thomas Neumann
Optimistic Lock Coupling: A Scalable and Efficient General-Purpose Synchronization Method. IEEE Data Eng. Bull. 42 (1) (2019)
Thomas Neumann, Ken Salem
DaMoN 19: The 15th International Workshop on Data Management on New Hardware. SIGMOD Conference (2019)
Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann
SOSD: A Benchmark for Learned Indexes. CoRR (2019)
Maximilian E. Schüle, Lukas Karnowski, Josef Schmeißer, Benedikt Kleiner, Alfons Kemper, Thomas Neumann
Versioning in Main-Memory Database Systems: From MusaeusDB to TardisDB. SSDBM (2019)
Dominik Durner, Thomas Neumann
No False Negatives: Accepting All Useful Schedules in a Fast Serializable Many-Core System. ICDE (2019)
Christian Winter, Andreas Kipf, Thomas Neumann, Alfons Kemper
GeoBlocks: A Query-Driven Storage Layout for Geospatial Data. CoRR (2019)
Andreas Kipf, Dimitri Vorona, Jonas Müller, Thomas Kipf, Bernhard Radke, Viktor Leis, Peter A. Boncz, Thomas Neumann, Alfons Kemper
Estimating Cardinalities with Deep Sketches. SIGMOD Conference (2019)
Bernhard Radke, Thomas Neumann
LinDP++: Generalizing Linearized DP to Crossproducts and Non-Inner Joins. BTW (2019)
Dominik Durner, Viktor Leis, Thomas Neumann
On the Impact of Memory Allocation on High-Performance Query Processing. CoRR (2019)
Jan Böttcher, Viktor Leis, Thomas Neumann, Alfons Kemper
Scalable Garbage Collection for In-Memory MVCC Systems. Proc. VLDB Endow. 13 (2) (2019)
Maximilian E. Schüle, Matthias Bungeroth, Alfons Kemper, Stephan Günnemann, Thomas Neumann
MLearn: A Declarative Machine Learning Language for Database Systems. DEEM@SIGMOD (2019)
Maximilian E. Schüle, Dimitri Vorona, Linnea Passing, Harald Lang, Alfons Kemper, Stephan Günnemann, Thomas Neumann
The Power of SQL Lambda Functions. EDBT (2019)
Viktor Leis, Michael Haubenschild, Alfons Kemper, Thomas Neumann
LeanStore: In-Memory Data Management beyond Main Memory. ICDE (2018)
Varun Pandey, Andreas Kipf, Thomas Neumann, Alfons Kemper
How Good Are Modern Spatial Analytics Systems? Proc. VLDB Endow. 11 (11) (2018)
Adrian Vogelsgesang, Michael Haubenschild, Jan Finis, Alfons Kemper, Viktor Leis, Tobias Mühlbauer, Thomas Neumann, Manuel Then
Get Real: How Benchmarks Fail to Represent the Real World. DBTest@SIGMOD (2018)

Thomas Neumann.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Thomas Neumann