Steffen Zeuch

According to our database, Steffen Zeuch authored at least 45 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance.

David Justen, Daniel Ritter, Campbell Fraser, Andrew Lamb, Nga Tran, Allison Lee, Thomas Bodner, Mhd Yamen Haddad, Steffen Zeuch, Volker Markl, Matthias Boehm

Proc. VLDB Endow., February, 2024

Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies.

Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Alphan Eracar, Steffen Zeuch, Volker Markl

Proc. VLDB Endow., February, 2024

Bridging the Gap: Complex Event Processing on Stream Processing Systems.

Ariane Ziehn, Philipp M. Grulich, Steffen Zeuch, Volker Markl

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

Benchmarking Stream Join Algorithms on GPUs: A Framework and its Application to the State-of-the-art.

Dwi P. A. Nugroho, Philipp M. Grulich, Steffen Zeuch, Clemens Lutz, Stefano Bortoli, Volker Markl

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

2023

Showcasing Data Management Challenges for Future IoT Applications with NebulaStream.

Aljoscha P. Lepping, Hoang Mi Pham, Laura Mons, Balint Rueb, Philipp M. Grulich, Ankit Chaudhary, Steffen Zeuch, Volker Markl

Proc. VLDB Endow., 2023

Towards Efficient and Secure UDF Execution with BabelfishLib (Lightning Talk).

Philipp M. Grulich, Steffen Zeuch, Volker Markl

Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023

Incremental Stream Query Merging.

Ankit Chaudhary, Steffen Zeuch, Volker Markl, Jeyhun Karimov

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Exploiting Access Pattern Characteristics for Join Reordering.

Nils L. Schubert, Philipp M. Grulich, Steffen Zeuch, Volker Markl

Proceedings of the 19th International Workshop on Data Management on New Hardware, 2023

Towards Unifying Query Interpretation and Compilation.

Philipp M. Grulich, Aljoscha P. Lepping, Dwi Prasetyo Adi Nugroho, Varun Pandey, Bonaventura Del Monte, Steffen Zeuch, Volker Markl

Proceedings of the 13th Conference on Innovative Data Systems Research, 2023

Workload Prediction for IoT Data Management Systems.

David Burrell, Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Steffen Zeuch, Volker Markl

Proceedings of the Datenbanksysteme für Business, 2023

2022

IoT-PMA: Patient Health Monitoring in Medical IoT Ecosystems.

Ariane Ziehn, Christian Mandel, Kathrin Stich, Rolf Dembinski, Karin Hochbaum, Steffen Zeuch, Volker Markl

Open J. Internet Things, 2022

NebulaStream: Data Management for the Internet of Things.

Steffen Zeuch, Xenofon Chatziliadis, Ankit Chaudhary, Dimitrios Giouroukis, Philipp M. Grulich, Dwi Prasetyo Adi Nugroho, Ariane Ziehn, Volker Markl

Datenbank-Spektrum, 2022

Rethinking Stateful Stream Processing with RDMA.

Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects.

Clemens Lutz, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines [Abstract].

Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl

Proceedings of the LWDA 2022 Workshops: FGWM, 2022

2021

Babelfish: Efficient Execution of Polyglot Queries.

Philipp Marian Grulich, Steffen Zeuch, Volker Markl

Proc. VLDB Endow., 2021

Streaming Data through the IoT via Actor-Based Semantic Routing Trees.

Dimitrios Giouroukis, Johannes Jestram, Steffen Zeuch, Volker Markl

Open J. Internet Things, 2021

Monitoring of Stream Processing Engines Beyond the Cloud: An Overview.

Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Steffen Zeuch, Volker Markl

Open J. Internet Things, 2021

ExDRa: Exploratory Data Science on Federated Raw Data.

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

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Parallelizing Intra-Window Join on Multicores: An Experimental Study.

Shuhao Zhang, Yancan Mao, Jiong He, Philipp M. Grulich, Steffen Zeuch, Bingsheng He, Richard T. B. Ma, Volker Markl

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

An Energy-Efficient Stream Join for the Internet of Things.

Adrian Michalke, Philipp M. Grulich, Clemens Lutz, Steffen Zeuch, Volker Markl

Proceedings of the 17th International Workshop on Data Management on New Hardware, 2021

2020

Dynamic Parameter Allocation in Parameter Servers.

Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch, Volker Markl

Proc. VLDB Endow., 2020

NebulaStream: Complex Analytics Beyond the Cloud.

Steffen Zeuch, Eleni Tzirita Zacharatou, Shuhao Zhang, Xenofon Chatziliadis, Ankit Chaudhary, Bonaventura Del Monte, Dimitrios Giouroukis, Philipp M. Grulich, Ariane Ziehn, Volker Markl

Open J. Internet Things, 2020

Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines.

Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl

Proceedings of the 2020 International Conference on Management of Data, 2020

Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects.

Clemens Lutz, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl

Proceedings of the 2020 International Conference on Management of Data, 2020

Grizzly: Efficient Stream Processing Through Adaptive Query Compilation.

Philipp M. Grulich, Sebastian Breß, Steffen Zeuch, Jonas Traub, Janis von Bleichert, Zongxiong Chen, Tilmann Rabl, Volker Markl

Proceedings of the 2020 International Conference on Management of Data, 2020

Scaling a Public Transport Monitoring System to Internet of Things Infrastructures.

Haralampos Gavriilidis, Adrian Michalke, Laura Mons, Steffen Zeuch, Volker Markl

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Governor: Operator Placement for a Unified Fog-Cloud Environment.

Ankit Chaudhary, Steffen Zeuch, Volker Markl

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Disco: Efficient Distributed Window Aggregation.

Lawrence Benson, Philipp M. Grulich, Steffen Zeuch, Volker Markl, Tilmann Rabl

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

A survey of adaptive sampling and filtering algorithms for the internet of things.

Dimitrios Giouroukis, Alexander Dadiani, Jonas Traub, Steffen Zeuch, Volker Markl

Proceedings of the 14th ACM International Conference on Distributed and Event-based Systems, 2020

The NebulaStream Platform for Data and Application Management in the Internet of Things.

Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Breß, Jonas Traub, Volker Markl

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

2019

Analyzing Efficient Stream Processing on Modern Hardware.

Steffen Zeuch, Sebastian Breß, Tilmann Rabl, Bonaventura Del Monte, Jeyhun Karimov, Clemens Lutz, Manuel Renz, Jonas Traub, Volker Markl

Proc. VLDB Endow., 2019

Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs.

Viktor Rosenfeld, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl

Proceedings of the 15th International Workshop on Data Management on New Hardware, 2019

An Overview of Hawk: A Hardware-Tailored Code Generator for the Heterogeneous Many Core Age.

Sebastian Breß, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl

Proceedings of the Datenbanksysteme für Business, 2019

2018

Query Execution on Modern CPUs.

Steffen Zeuch

PhD thesis, 2018

Generating custom code for efficient query execution on heterogeneous processors.

Sebastian Breß, Bastian Köcher, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl

VLDB J., 2018

Efficient and Scalable k‑Means on GPUs.

Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl

Datenbank-Spektrum, 2018

Exploiting Automatic Vectorization to Employ SPMD on SIMD Registers.

Stefan Sprenger, Steffen Zeuch, Ulf Leser

Proceedings of the 34th IEEE International Conference on Data Engineering Workshops, 2018

Efficient k-means on GPUs.

Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl

Proceedings of the 14th International Workshop on Data Management on New Hardware, 2018

2016

Non-Invasive Progressive Optimization for In-Memory Databases.

Steffen Zeuch, Holger Pirk, Johann-Christoph Freytag

Proc. VLDB Endow., 2016

Cache-Sensitive Skip List: Efficient Range Queries on Modern CPUs.

Stefan Sprenger, Steffen Zeuch, Ulf Leser

Proceedings of the Data Management on New Hardware, 2016

2015

Selection on Modern CPUs.

Steffen Zeuch, Johann-Christoph Freytag

Proceedings of the 3rd VLDB Workshop on In-Memory Data Mangement and Analytics, 2015

2014

QTM: Modelling Query Execution with Tasks.

Steffen Zeuch, Johann-Christoph Freytag

Proceedings of the International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures, 2014

Adapting Tree Structures for Processing with SIMD Instructions.

Steffen Zeuch, Johann-Christoph Freytag, Frank Huber

Proceedings of the 17th International Conference on Extending Database Technology, 2014

Running Data-Intensive Services on Multicores Architectures.

Steffen Zeuch

Proceedings of the 8th Joint Workshop of the German Research Training Groups in Computer Science, 2014