Tilmann Rabl

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 93

Top Venues

University of Passau (PHD)

Education History

University of Passau

PHD

Publications

Niklas Riekenbrauck, Marcel Weisgut, Daniel Lindner, Tilmann Rabl
A Three-Tier Buffer Manager Integrating CXL Device Memory for Database Systems. ICDEW (2024)
Ricardo Salazar-Díaz, Boris Glavic, Tilmann Rabl
InferDB: In-Database Machine Learning Inference Using Indexes. Proc. VLDB Endow. 17 (8) (2024)
Lawrence Benson, Carsten Binnig, Jan-Micha Bodensohn, Federico Lorenzi, Jigao Luo, Danica Porobic, Tilmann Rabl, Anupam Sanghi, Russell Sears, Pinar Tözün, Tobias Ziegler
Surprise Benchmarking: The Why, What, and How. DBTest@SIGMOD (2024)
Wang Yue, Rafael Moczalla, Manisha Luthra, Tilmann Rabl
Deco: Fast and Accurate Decentralized Aggregation of Count-Based Windows in Large-Scale IoT Applications. EDBT (2024)
Nils Strassenburg, Dominic Kupfer, Julia Kowal, Tilmann Rabl
Efficient Multi-Model Management. EDBT (2023)
Fabian Mahling, Paul Rößler, Thomas Bodner, Tilmann Rabl
BabelMR: A Polyglot Framework for Serverless MapReduce. VLDB Workshops (2023)
Lawrence Benson, Richard Ebeling, Tilmann Rabl
Evaluating SIMD Compiler-Intrinsics for Database Systems. VLDB Workshops (2023)
Lawrence Benson, Marcel Weisgut, Tilmann Rabl
What We Can Learn from Persistent Memory for CXL. BTW (2023)
Wang Yue, Lawrence Benson, Tilmann Rabl
Desis: Efficient Window Aggregation in Decentralized Networks. EDBT (2023)
Maximilian Böther, Lawrence Benson, Ana Klimovic, Tilmann Rabl
Analyzing Vectorized Hash Tables Across CPU Architectures. Proc. VLDB Endow. 16 (11) (2023)
Christoph Brücke, Philipp Härtling, Rodrigo Escobar Palacios, Hamesh Patel, Tilmann Rabl
TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems. Proc. VLDB Endow. 16 (12) (2023)
Ivan Ilic, Ilin Tolovski, Tilmann Rabl
RMG Sort: Radix-Partitioning-Based Multi-GPU Sorting. BTW (2023)
Alexander Böhm, Carsten Binnig, Tilmann Rabl, Theo Härder
Erratum to: Reviving the Workshop Series on Testing Database Systems - DBTest. Datenbank-Spektrum 23 (1) (2023)
Tilmann Rabl
Reminiscences on Influential Papers. SIGMOD Rec. 51 (4) (2022)
Lawrence Benson, Tilmann Rabl
Darwin: Scale-In Stream Processing. CIDR (2022)
Patrick Damme, Marius Birkenbach, Constantinos Bitsakos, Matthias Boehm, Philippe Bonnet, Florina M. Ciorba, Mark Dokter, Pawel Dowgiallo, Ahmed Eleliemy, Christian Faerber, Georgios I. Goumas, Dirk Habich, Niclas Hedam, Marlies Hofer, Wenjun Huang, Kevin Innerebner, Vasileios Karakostas, Roman Kern, Tomaz Kosar, Alexander Krause, Daniel Krems, Andreas Laber, Wolfgang Lehner, Eric Mier, Marcus Paradies, Bernhard Peischl, Gabrielle Poerwawinata, Stratos Psomadakis, Tilmann Rabl, Piotr Ratuszniak, Pedro Silva, Nikolai Skuppin, Andreas Starzacher, Benjamin Steinwender, Ilin Tolovski, Pinar Tözün, Wojciech Ulatowski, Yuanyuan Wang, Izajasz P. Wrosz, Ales Zamuda, Ce Zhang, Xiaoxiang Zhu
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines. CIDR (2022)
Clemens Lutz, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl
Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects. SIGMOD Conference (2022)
Tobias Maltenberger, Till Lehmann, Lawrence Benson, Tilmann Rabl
Evaluating In-Memory Hash Joins on Persistent Memory. EDBT (2022)
Prashanth Menon, Thamir M. Qadah, Tilmann Rabl, Mohammad Sadoghi, Hans-Arno Jacobsen
LogStore: A Workload-Aware, Adaptable Key-Value Store on Hybrid Storage Systems. IEEE Trans. Knowl. Data Eng. 34 (8) (2022)
Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines [Abstract]. LWDA (2022)
Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl
Rethinking Stateful Stream Processing with RDMA. SIGMOD Conference (2022)
Nils Strassenburg, Ilin Tolovski, Tilmann Rabl
Efficiently Managing Deep Learning Models in a Distributed Environment. EDBT (2022)
Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Zoi Kaoudi, Tilmann Rabl, Volker Markl
Materialization and Reuse Optimizations for Production Data Science Pipelines. SIGMOD Conference (2022)
Lawrence Benson, Leon Papke, Tilmann Rabl
PerMA-Bench: Benchmarking Persistent Memory Access. Proc. VLDB Endow. 15 (11) (2022)
Carsten Binnig, Alexander Böhm, Tilmann Rabl, Pinar Tözün
Reviving the Workshop Series on Testing Database Systems - DBTest. Datenbank-Spektrum 22 (3) (2022)
Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Imperative or Functional Control Flow Handling: Why not the Best of Both Worlds? SIGMOD Rec. 51 (1) (2022)
Tobias Maltenberger, Ivan Ilic, Ilin Tolovski, Tilmann Rabl
Evaluating Multi-GPU Sorting with Modern Interconnects. SIGMOD Conference (2022)
Alexander Böhm, Carsten Binnig, Tilmann Rabl, Theo Härder
Editorial. Datenbank-Spektrum 22 (3) (2022)
Maximilian Böther, Otto Kißig, Lawrence Benson, Tilmann Rabl
Drop It In Like It's Hot: An Analysis of Persistent Memory as a Drop-in Replacement for NVMe SSDs. DaMoN (2021)
Lawrence Benson, Hendrik Makait, Tilmann Rabl
Viper: An Efficient Hybrid PMem-DRAM Key-Value Store. Proc. VLDB Endow. 14 (9) (2021)
Björn Daase, Lars Jonas Bollmeier, Lawrence Benson, Tilmann Rabl
Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads. SIGMOD Conference (2021)
Nina Ihde, Paula Marten, Ahmed Eleliemy, Gabrielle Poerwawinata, Pedro Silva, Ilin Tolovski, Florina M. Ciorba, Tilmann Rabl
A Survey of Big Data, High Performance Computing, and Machine Learning Benchmarks. TPCTC (2021)
Maximilian Böther, Tilmann Rabl
Scale-down experiments on TPCx-HS. BiDEDE@SIGMOD (2021)
Ulf Leser, Marcus Hilbrich, Claudia Draxl, Peter Eisert, Lars Grunske, Patrick Hostert, Dagmar Kainmüller, Odej Kao, Birte Kehr, Timo Kehrer, Christoph Koch, Volker Markl, Henning Meyerhenke, Tilmann Rabl, Alexander Reinefeld, Knut Reinert, Kerstin Ritter, Björn Scheuermann, Florian Schintke, Nicole Schweikardt, Matthias Weidlich
The Collaborative Research Center FONDA. Datenbank-Spektrum 21 (3) (2021)
Prashanth Menon, Thamir M. Qadah, Tilmann Rabl, Mohammad Sadoghi, Hans-Arno Jacobsen
LogStore: A Workload-aware, Adaptable Key-Value Store on Hybrid Storage Systems (Extended abstract). ICDE (2021)
Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Efficient Control Flow in Dataflow Systems: When Ease-of-Use Meets High Performance. ICDE (2021)
Jonas Traub, Philipp Marian Grulich, Alejandro Rodriguez Cuellar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl
Scotty: General and Efficient Open-source Window Aggregation for Stream Processing Systems. ACM Trans. Database Syst. 46 (1) (2021)
Abdulrahman Kaitoua, Tilmann Rabl, Volker Markl
A distributed data exchange engine for polystores. it Inf. Technol. 62 (3-4) (2020)
Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines. SIGMOD Conference (2020)
Guenter Hesse, Christoph Matthies, Tilmann Rabl, Matthias Uflacker
How Fast Can We Insert? A Performance Study of Apache Kafka. CoRR (2020)
Pedro Silva, Wang Yue, Tilmann Rabl
Incremental stream query analytics. DEBS (2020)
Lawrence Benson, Philipp M. Grulich, Steffen Zeuch, Volker Markl, Tilmann Rabl
Disco: Efficient Distributed Window Aggregation. EDBT (2020)
Clemens Lutz, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl
Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects. SIGMOD Conference (2020)
Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Ziawasch Abedjan, Tilmann Rabl, Volker Markl
Optimizing Machine Learning Workloads in Collaborative Environments. SIGMOD Conference (2020)
David Maier, Rachel Pottinger, AnHai Doan, Eduard C. Dragut, Bill Howe, Joanne Lateulere, John Lateulere, Mostafa Milani, Tilmann Rabl, Dan Suciu, Yufei Tao, Wang-Chiew Tan, Kristin Tufte
Advice from SIGMOD/PODS 2020. SIGMOD Rec. 49 (3) (2020)
Philipp M. Grulich, Sebastian Breß, Steffen Zeuch, Jonas Traub, Janis von Bleichert, Zongxiong Chen, Tilmann Rabl, Volker Markl
Grizzly: Efficient Stream Processing Through Adaptive Query Compilation. SIGMOD Conference (2020)
Markus Dreseler, Martin Boissier, Tilmann Rabl, Matthias Uflacker
Quantifying TPC-H Choke Points and Their Optimizations. Proc. VLDB Endow. 13 (8) (2020)
Abdulrahman Kaitoua, Tilmann Rabl, Asterios Katsifodimos, Volker Markl
Muses: Distributed Data Migration System for Polystores. ICDE (2019)
Adrian Bartnik, Bonaventura Del Monte, Tilmann Rabl, Volker Markl
On-the-fly Reconfiguration of Query Plans for Stateful Stream Processing Engines. BTW (2019)
Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Tilmann Rabl, Volker Markl
Continuous Deployment of Machine Learning Pipelines. EDBT (2019)
Jonas Traub, Philipp M. Grulich, Alejandro Rodriguez Cuellar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl
Efficient Window Aggregation with General Stream Slicing. EDBT (2019)
Jeyhun Karimov, Tilmann Rabl, Volker Markl
AStream: Ad-hoc Shared Stream Processing. SIGMOD Conference (2019)
Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Tilmann Rabl, Volker Markl
Explanation of Air Pollution Using External Data Sources. BTW (Workshops) (2019)
Viktor Rosenfeld, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl
Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs. DaMoN (2019)
Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Sebastian Breß, Tilmann Rabl, Volker Markl
An Intermediate Representation for Optimizing Machine Learning Pipelines. Proc. VLDB Endow. 12 (11) (2019)
Jeyhun Karimov, Tilmann Rabl, Volker Markl
AJoin: Ad-hoc Stream Joins at Scale. Proc. VLDB Endow. 13 (4) (2019)
Holger J. Meyer, Hannes Grunert, Tim Waizenegger, Lucas Woltmann, Claudio Hartmann, Wolfgang Lehner, Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Ariane Ziehn, Tilmann Rabl, Volker Markl, Christian Schmitz, Dhiren Devinder Serai, Tatiane Escobar Gava
Particulate Matter Matters - The Data Science Challenge @ BTW 2019. Datenbank-Spektrum 19 (3) (2019)
Tilmann Rabl, Christoph Brücke, Philipp Härtling, Stella Stars, Rodrigo Escobar Palacios, Hamesh Patel, Satyam Srivastava, Christoph Boden, Jens Meiners, Sebastian Schelter
ADABench - Towards an Industry Standard Benchmark for Advanced Analytics. TPCTC (2019)
Jonas Traub, Julius Hülsmann, Sebastian Breß, Tilmann Rabl, Volker Markl
SENSE: Scalable Data Acquisition from Distributed Sensors with Guaranteed Time Coherence. CoRR (2019)
Steffen Zeuch, Sebastian Breß, Tilmann Rabl, Bonaventura Del Monte, Jeyhun Karimov, Clemens Lutz, Manuel Renz, Jonas Traub, Volker Markl
Analyzing Efficient Stream Processing on Modern Hardware. Proc. VLDB Endow. 12 (5) (2019)
Sebastian Breß, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl
An Overview of Hawk: A Hardware-Tailored Code Generator for the Heterogeneous Many Core Age. BTW (Workshops) (2019)
Philipp M. Grulich, Jonas Traub, Sebastian Breß, Asterios Katsifodimos, Volker Markl, Tilmann Rabl
Generating Reproducible Out-of-Order Data Streams. DEBS (2019)
Sherif Sakr, Tilmann Rabl, Martin Hirzel, Paris Carbone, Martin Strohbach
Dagstuhl Seminar on Big Stream Processing. SIGMOD Rec. 47 (3) (2018)
Jeyhun Karimov, Tilmann Rabl, Volker Markl
PolyBench: The First Benchmark for Polystores. TPCTC (2018)
Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl
Benchmarking Distributed Stream Data Processing Systems. ICDE (2018)
Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl
Efficient and Scalable k‑Means on GPUs. Datenbank-Spektrum 18 (3) (2018)
Ziawasch Abedjan, Sebastian B. Simonsen, Volker Markl, Tilmann Rabl, Juan Soto
Data Management Systems Research at TU Berlin. SIGMOD Rec. 47 (4) (2018)
Sebastian Breß, Bastian Köcher, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl
Generating custom code for efficient query execution on heterogeneous processors. VLDB J. 27 (6) (2018)
Philipp M. Grulich, René Saitenmacher, Jonas Traub, Sebastian Breß, Tilmann Rabl, Volker Markl
Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing. EDBT (2018)
Jonas Traub, Philipp Marian Grulich, Alejandro Rodriguez Cuellar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl
Scotty: Efficient Window Aggregation for Out-of-Order Stream Processing. ICDE (2018)
Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl
Benchmarking Distributed Stream Processing Engines. CoRR (2018)
Meikel Poess, Da Qi Ren, Tilmann Rabl, Hans-Arno Jacobsen
Methods for Quantifying Energy Consumption in TPC-H. ICPE (2018)
Meikel Poess, Raghunath Nambiar, Karthik Kulkarni, Chinmayi Narasimhadevara, Tilmann Rabl, Hans-Arno Jacobsen
Analysis of TPCx-IoT: The First Industry Standard Benchmark for IoT Gateway Systems. ICDE (2018)
Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl
Efficient k-means on GPUs. DaMoN (2018)
Andreas Kunft, Lukas Stadler, Daniele Bonetta, Cosmin Basca, Jens Meiners, Sebastian Breß, Tilmann Rabl, Juan José Fumero, Volker Markl
ScootR: Scaling R Dataframes on Dataflow Systems. SoCC (2018)
Yue Liu, Shuai Guo, Songlin Hu, Tilmann Rabl, Hans-Arno Jacobsen, Jintao Li, Jiye Wang
Performance Evaluation and Optimization of Multi-Dimensional Indexes in Hive. IEEE Trans. Serv. Comput. 11 (5) (2018)
Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Volker Markl
Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows. CoRR (2018)
Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl
Benchmarking Distributed Data Processing Systems for Machine Learning Workloads. TPCTC (2018)
Meikel Poess, Tilmann Rabl, Hans-Arno Jacobsen
Analysis of TPC-DS: the first standard benchmark for SQL-based big data systems. SoCC (2017)
Sebastian Breß, Bastian Köcher, Henning Funke, Tilmann Rabl, Volker Markl
Generating Custom Code for Efficient Query Execution on Heterogeneous Processors. CoRR (2017)
Jonas Traub, Sebastian Breß, Tilmann Rabl, Asterios Katsifodimos, Volker Markl
Optimized on-demand data streaming from sensor nodes. SoCC (2017)
Tilmann Rabl, Sherif Sakr, Martin Hirzel
Big Stream Processing Systems (Dagstuhl Seminar 17441). Dagstuhl Reports 7 (10) (2017)
Till Rohrmann, Sebastian Schelter, Tilmann Rabl, Volker Markl
Gilbert: Declarative Sparse Linear Algebra on Massively Parallel Dataflow Systems. BTW (2017)
Bonaventura Del Monte, Jeyhun Karimov, Alireza Rezaei Mahdiraji, Tilmann Rabl, Volker Markl
PROTEUS: Scalable Online Machine Learning for Predictive Analytics and Real-Time Interactive Visualization. EDBT/ICDT Workshops (2017)
Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Tilmann Rabl, Volker Markl
BlockJoin: Efficient Matrix Partitioning Through Joins. Proc. VLDB Endow. 10 (13) (2017)
Tilmann Rabl, Hans-Arno Jacobsen
Query Centric Partitioning and Allocation for Partially Replicated Database Systems. SIGMOD Conference (2017)
Christoph Boden, Alexander Alexandrov, Andreas Kunft, Tilmann Rabl, Volker Markl
PEEL: A Framework for Benchmarking Distributed Systems and Algorithms. TPCTC (2017)
Christoph Boden, Andrea Spina, Tilmann Rabl, Volker Markl
Benchmarking Data Flow Systems for Scalable Machine Learning. BeyondMR@SIGMOD (2017)
Jonas Traub, Nikolaas Steenbergen, Philipp M. Grulich, Tilmann Rabl, Volker Markl
: Interactive Real-Time Visualization for Streaming Data. EDBT (2017)
Philipp M. Grulich, Tilmann Rabl, Volker Markl, Csaba István Sidló, András A. Benczúr
STREAMLINE - Streamlined Analysis of Data at Rest and Data in Motion. EDBT/ICDT Workshops (2017)
András A. Benczúr, Róbert Pálovics, Márton Balassi, Volker Markl, Tilmann Rabl, Juan Soto, Björn Hovstadius, Jim Dowling, Seif Haridi
Towards Streamlined Big Data Analytics. ERCIM News 2016 (107) (2016)
Paul Cao, Bhaskar Gowda, Seetha Lakshmi, Chinmayi Narasimhadevara, Patrick Nguyen, John Poelman, Meikel Poess, Tilmann Rabl
From BigBench to TPCx-BB: Standardization of a Big Data Benchmark. TPCTC (2016)
Tilmann Rabl, Jonas Traub, Asterios Katsifodimos, Volker Markl
Apache Flink in current research. it Inf. Technol. 58 (4) (2016)
Todor Ivanov, Tilmann Rabl, Meikel Poess, Anna Queralt, John Poelman, Nicolás Poggi, Jeffrey Buell
Big Data Benchmark Compendium. TPCTC (2015)
Songlin Hu, Wantao Liu, Tilmann Rabl, Shuo Huang, Ying Liang, Zheng Xiao, Hans-Arno Jacobsen, Xubin Pei, Jiye Wang
DualTable: A hybrid storage model for update optimization in Hive. ICDE (2015)
Tilmann Rabl, Michael Frank, Manuel Danisch, Hans-Arno Jacobsen, Bhaskar Gowda
The Vision of BigBench 2.0. DanaC@SIGMOD (2015)
Raghunath Nambiar, Tilmann Rabl, Karthik Kulkarni, Michael Frank
Enhancing Data Generation in TPCx-HS with a Non-uniform Random Distribution. TPCTC (2015)
Jonas Traub, Tilmann Rabl, Fabian Hueske, Till Rohrmann, Volker Markl
Die Apache Flink Plattform zur parallelen Analyse von Datenströmen und Stapeldaten. LWA (2015)
Tilmann Rabl, Manuel Danisch, Michael Frank, Sebastian Schindler, Hans-Arno Jacobsen
Just can't get enough: Synthesizing Big Data. SIGMOD Conference (2015)
Dantong Song, Kaiwen Zhang, Tilmann Rabl, Prashanth Menon, Hans-Arno Jacobsen
High performance stream queries in scala. DEBS (2015)

Tilmann Rabl.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Tilmann Rabl