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SecureSphere Accepted to IEEE BigData 2024
2024/11/20
SecureSphere: Advancing Security and Robustness in Query Processing over Outsourced Data
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GOLAP Accepted to SIGMOD'25
2024/10/24
GOLAP: A GPU-Accelerated system for high-speed analytics on SSD-resident data
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Papers Accepted to EDBT'25 and CIDR'25
2024/10/04
Benchmarking Intel SGXv2, Foundation Database Models
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New Papers accepted to NeurIPS'24, SIGMOD'25 and VLDB'25
2024/10/01
WikiDBs, LOP, ELEET
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New Lecture: Foundations of Modern Data Systems
2024/09/02
We are offering a new lecture: Foundations of Modern Data Systems (taught by Prof. Istvan and Prof. Binnig)
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TaDA-Workshop 2024 Best Short Paper Award
2024/09/02
We are proud to share that our recent paper “LLMs for Data Engineering on Enterprise Data” has won the Best Short Paper award of the Tabular Data Analysis Workshop at VLDB'24. Whereas recent studies are optimistic about the use of LLMs for data engineering tasks, we show that LLMs still display severe limitations when faced with real-world usage scenarios like enterprise data.
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Systems Group at TADA @ VLDB'24
2024/08/25
LLMs for Data Engineering on Enterprise Data
Authors: Jan-Micha Bodensohn*, Ulf Brackmann* (SAP & DFKI), Liane Vogel*, Matthias Urban, Anupam Snaghi, Carsten Binnig
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LOEWE Top Professorship Awarded to Prof. Binnig
2024/07/04
LOEWE Top Professorship Awarded to AI and Data Management Expert, Prof. Carsten Binnig
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SIGMOD 2024 Best Demo Award for CAESURA
2024/06/13
We are happy to announce that our Matthias Urban won the SIGMOD 2024 best Demo award with his demonstration of CAESURA, a multi-modal query planner. Congratulations!
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Systems Group at SIGMOD 2024
2024/06/11
Greetings from SIGMOD 2024. We are happy to bring several new papers and demos with us.
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Sven Langenecker is now a Doctor of Engineering!
2024/06/04
On June 04, Sven Langenecker successfully defended his Ph.D. thesis titled 'Towards Learned Metadata Extraction For Data Lakes'. Congratulations, Dr.-Ing. Langenecker!
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New paper published at aiDM @ SIGMOD'24
2024/05/23
Rethinking Table Retrieval from Data Lakes
Authors: Jan-Micha Bodensohn and Carsten Binnig
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Paper accepted to DSML 2024
2024/05/02
TrustDDL: A Privacy-Preserving Byzantine-Robust Distributed Deep Learning Framework
Authors: René Klaus Nikiel, Meghdad Mirabi,Carsten Binnig
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Picture: Tobias TiebesPicture: Tobias Tiebes
From campus to the Arctic
2024/04/16
Results from a lab course organized by the Systems group are supporting polar research
The Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) operates aircraft to explore the Arctic and Antarctic. Students of computer science and cognitive science have developed software in the software development project as part of their bachelor's degree programme at TU Darmstadt that will make it easier to plan these flights in future.
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Paper accepted to DASFAA 2024
2024/04/10
Parallel Processing of Temporal Anti-Joins in Memory
Authors: Ioannis Reppas, Meghdad Mirabi, Leila Fathi, Carsten Binnig, Anton Dignös, and Johann Gamper
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Another paper accepted to ICDE 2024
2024/03/14
ZeroTune: Learned Zero-Shot Cost Models for Parallelism Tuning in Stream Processing
Authors: Pratyush Agnihotri, Boris Koldehofe, Paul Stiegele, Roman Heinrich, Carsten Binnig, Manisha Luthra
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Paper accepted to ICDE 2024
2024/03/14
COSTREAM: Learned Cost Models for Operator Placement in Edge-Cloud Environments
Authors: Roman Heinrich, Carsten Binnig, Harald Kornmayer, Manisha Luthra
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Seminar series on the design of cooperative AI
2024/02/07
Seminar series continues
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Picture: Katrin BinnerPicture: Katrin Binner
Prof. Carsten Binnig elected to VLDB Board of Trustees
2024/02/07
Renowned VLDB Endowment elects Prof. Carsten Binnig to the Board of Trustees
Prof. Carsten Binnig has been elected to the Board of Trustees of the US-based VLDB Endowment. He will serve in this honorary position for a six-year term beginning on Januar 1, 2024.
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Paper accepted to EDBT 2024
2024/02/02
Pythagoras: Semantic Type Detection of Numerical Data in Enterprise Data Lakes
Authors: Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig