Steffen Zeuch

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 46

Top Venues

Humboldt University of Berlin, Germany (PHD)

Education History

Humboldt University of Berlin, Germany

PHD

Publications

Anastasiia Kozar, Bonaventura Del Monte, Steffen Zeuch, Volker Markl
Fault Tolerance Placement in the Internet of Things. Proc. ACM Manag. Data 2 (3) (2024)
Steffen Zeuch, Ankit Chaudhary, Viktor Rosenfeld, Taha Tekdogan, Adrian Michalke, Matthis Gördel, Ariane Ziehn, Volker Markl
Using and Enhancing NebulaStream - A Tutorial. DEBS (2024)
Dwi P. A. Nugroho, Philipp M. Grulich, Steffen Zeuch, Clemens Lutz, Stefano Bortoli, Volker Markl
Benchmarking Stream Join Algorithms on GPUs: A Framework and its Application to the State-of-the-art. EDBT (2024)
Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Alphan Eracar, Steffen Zeuch, Volker Markl
Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies. Proc. VLDB Endow. 17 (6) (2024)
Ariane Ziehn, Philipp M. Grulich, Steffen Zeuch, Volker Markl
Bridging the Gap: Complex Event Processing on Stream Processing Systems. EDBT (2024)
David Justen, Daniel Ritter, Campbell Fraser, Andrew Lamb, Nga Tran, Allison Lee, Thomas Bodner, Mhd Yamen Haddad, Steffen Zeuch, Volker Markl, Matthias Boehm
POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance. Proc. VLDB Endow. 17 (6) (2024)
Philipp M. Grulich, Aljoscha P. Lepping, Dwi P. A. Nugroho, Varun Pandey, Bonaventura Del Monte, Steffen Zeuch, Volker Markl
Query Compilation Without Regrets. Proc. ACM Manag. Data 2 (3) (2024)
David Burrell, Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Steffen Zeuch, Volker Markl
Workload Prediction for IoT Data Management Systems. BTW (2023)
Nils L. Schubert, Philipp M. Grulich, Steffen Zeuch, Volker Markl
Exploiting Access Pattern Characteristics for Join Reordering. DaMoN (2023)
Ankit Chaudhary, Steffen Zeuch, Volker Markl, Jeyhun Karimov
Incremental Stream Query Merging. EDBT (2023)
Aljoscha P. Lepping, Hoang Mi Pham, Laura Mons, Balint Rueb, Philipp M. Grulich, Ankit Chaudhary, Steffen Zeuch, Volker Markl
Showcasing Data Management Challenges for Future IoT Applications with NebulaStream. Proc. VLDB Endow. 16 (12) (2023)
Philipp M. Grulich, Aljoscha P. Lepping, Dwi Prasetyo Adi Nugroho, Varun Pandey, Bonaventura Del Monte, Steffen Zeuch, Volker Markl
Towards Unifying Query Interpretation and Compilation. CIDR (2023)
Philipp M. Grulich, Steffen Zeuch, Volker Markl
Towards Efficient and Secure UDF Execution with BabelfishLib (Lightning Talk). VLDB Workshops (2023)
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)
Ariane Ziehn, Christian Mandel, Kathrin Stich, Rolf Dembinski, Karin Hochbaum, Steffen Zeuch, Volker Markl
IoT-PMA: Patient Health Monitoring in Medical IoT Ecosystems. Open J. Internet Things 8 (1) (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)
Steffen Zeuch, Xenofon Chatziliadis, Ankit Chaudhary, Dimitrios Giouroukis, Philipp M. Grulich, Dwi Prasetyo Adi Nugroho, Ariane Ziehn, Volker Markl
NebulaStream: Data Management for the Internet of Things. Datenbank-Spektrum 22 (2) (2022)
Shuhao Zhang, Yancan Mao, Jiong He, Philipp M. Grulich, Steffen Zeuch, Bingsheng He, Richard T. B. Ma, Volker Markl
Parallelizing Intra-Window Join on Multicores: An Experimental Study. SIGMOD Conference (2021)
Dimitrios Giouroukis, Johannes Jestram, Steffen Zeuch, Volker Markl
Streaming Data through the IoT via Actor-Based Semantic Routing Trees. Open J. Internet Things 7 (1) (2021)
Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Steffen Zeuch, Volker Markl
Monitoring of Stream Processing Engines Beyond the Cloud: An Overview. Open J. Internet Things 7 (1) (2021)
Philipp Marian Grulich, Steffen Zeuch, Volker Markl
Babelfish: Efficient Execution of Polyglot Queries. Proc. VLDB Endow. 15 (2) (2021)
Adrian Michalke, Philipp M. Grulich, Clemens Lutz, Steffen Zeuch, Volker Markl
An Energy-Efficient Stream Join for the Internet of Things. DaMoN (2021)
Sebastian Baunsgaard, Matthias Boehm, Ankit Chaudhary, Behrouz Derakhshan, Stefan Geißelsöder, Philipp M. Grulich, Michael Hildebrand, Kevin Innerebner, Volker Markl, Claus Neubauer, Sarah Osterburg, Olga Ovcharenko, Sergey Redyuk, Tobias Rieger, Alireza Rezaei Mahdiraji, Sebastian Benjamin Wrede, Steffen Zeuch
ExDRa: Exploratory Data Science on Federated Raw Data. SIGMOD Conference (2021)
Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines. SIGMOD Conference (2020)
Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch, Volker Markl
Dynamic Parameter Allocation in Parameter Servers. CoRR (2020)
Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Breß, Jonas Traub, Volker Markl
The NebulaStream Platform for Data and Application Management in the Internet of Things. CIDR (2020)
Ankit Chaudhary, Steffen Zeuch, Volker Markl
Governor: Operator Placement for a Unified Fog-Cloud Environment. EDBT (2020)
Dimitrios Giouroukis, Alexander Dadiani, Jonas Traub, Steffen Zeuch, Volker Markl
A survey of adaptive sampling and filtering algorithms for the internet of things. DEBS (2020)
Steffen Zeuch, Eleni Tzirita Zacharatou, Shuhao Zhang, Xenofon Chatziliadis, Ankit Chaudhary, Bonaventura Del Monte, Dimitrios Giouroukis, Philipp M. Grulich, Ariane Ziehn, Volker Markl
NebulaStream: Complex Analytics Beyond the Cloud. Open J. Internet Things 6 (1) (2020)
Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch, Volker Markl
Dynamic Parameter Allocation in Parameter Servers. Proc. VLDB Endow. 13 (11) (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)
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)
Haralampos Gavriilidis, Adrian Michalke, Laura Mons, Steffen Zeuch, Volker Markl
Scaling a Public Transport Monitoring System to Internet of Things Infrastructures. EDBT (2020)
Viktor Rosenfeld, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl
Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs. DaMoN (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)
Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Breß, Jonas Traub, Volker Markl
The NebulaStream Platform: Data and Application Management for the Internet of Things. CoRR (2019)
Stefan Sprenger, Steffen Zeuch, Ulf Leser
Exploiting Automatic Vectorization to Employ SPMD on SIMD Registers. ICDE Workshops (2018)
Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl
Efficient and Scalable k‑Means on GPUs. Datenbank-Spektrum 18 (3) (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)
Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl
Efficient k-means on GPUs. DaMoN (2018)
Stefan Sprenger, Steffen Zeuch, Ulf Leser
Cache-Sensitive Skip List: Efficient Range Queries on Modern CPUs. ADMS/IMDM@VLDB (2016)
Steffen Zeuch, Holger Pirk, Johann-Christoph Freytag
Non-Invasive Progressive Optimization for In-Memory Databases. Proc. VLDB Endow. 9 (14) (2016)
Steffen Zeuch, Johann-Christoph Freytag
Selection on Modern CPUs. IMDM@VLDB (2015)
Steffen Zeuch, Johann-Christoph Freytag, Frank Huber
Adapting Tree Structures for Processing with SIMD Instructions. EDBT (2014)
Steffen Zeuch
Running Data-Intensive Services on Multicores Architectures. Joint Workshop of the German Research Training Groups in Computer Science (2014)
Steffen Zeuch, Johann-Christoph Freytag
QTM: Modelling Query Execution with Tasks. ADMS@VLDB (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Steffen Zeuch