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Carsten Binnig

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affiliation: TU Darmstadt, Germany
affiliation (former): Brown University

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Books and Theses

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2008
[b1]
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Carsten Binnig:
Generating meaningful test databases. University of Heidelberg, Germany, 2008, pp. I-VIII, 1-201

Journal Articles

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2024
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Matthias Jasny, Lasse Thostrup, Sajjad Tamimi, Andreas Koch, Zsolt István, Carsten Binnig:
Zero-sided RDMA: Network-driven Data Shuffling for Disaggregated Heterogeneous Cloud DBMSs. Proc. ACM Manag. Data 2(1): 36:1-36:28 (2024)
2023
[j44]
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Alexander Böhm, Carsten Binnig, Tilmann Rabl, Theo Härder:
Erratum to: Reviving the Workshop Series on Testing Database Systems - DBTest. Datenbank-Spektrum 23(1): 83 (2023)
[j43]
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Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig:
SportsTables: A New Corpus for Semantic Type Detection (Extended Version). Datenbank-Spektrum 23(3): 189-197 (2023)
[j42]
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Lasse Thostrup, Gloria Doci, Nils Boeschen, Manisha Luthra, Carsten Binnig:
Distributed GPU Joins on Fast RDMA-capable Networks. Proc. ACM Manag. Data 1(1): 29:1-29:26 (2023)
[j41]
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Tobias Ziegler, Jacob Nelson-Slivon, Viktor Leis, Carsten Binnig:
Design Guidelines for Correct, Efficient, and Scalable Synchronization using One-Sided RDMA. Proc. ACM Manag. Data 1(2): 131:1-131:26 (2023)
[j40]
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Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig:
Steered Training Data Generation for Learned Semantic Type Detection. Proc. ACM Manag. Data 1(2): 201:1-201:25 (2023)
[j39]
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Georgia Koutrika, Jun Yang, Manos Athanassoulis, Kostas Stefanidis, Ju Fan, Abdul Quamar, Yuanyan Tian, Alekh Jindal, Carsten Binnig, Jennie Rogers, Senjuti Basu Roy, Steven Euijong Whang, Matthias Boehm, Aaron J. Elmore, Vasilis Efthymiou, Xiao Hu, Xiaofang Zhou, Alan D. Fekete:
Front Matter. Proc. VLDB Endow. 16(12) (2023)
[j38]
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Alberto Lerner, Carsten Binnig, Philippe Cudré-Mauroux, Rana Hussein, Matthias Jasny, Theo Jepsen, Dan R. K. Ports, Lasse Thostrup, Tobias Ziegler:
Databases on Modern Networks: A Decade of Research that now comes into Practice. Proc. VLDB Endow. 16(12): 3894-3897 (2023)
[j37]
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Carsten Binnig:
Technical Perspective for Skeena: Efficient and Consistent Cross-Engine Transactions. SIGMOD Rec. 52(1): 26 (2023)
2022
[j36]
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Alexander Böhm, Carsten Binnig, Tilmann Rabl, Theo Härder:
Editorial. Datenbank-Spektrum 22(3): 191-193 (2022)
[j35]
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Muhammad El-Hindi, Ashwin Arora, Simon Karrer, Carsten Binnig:
Towards a Benchmark for Shared Databases [Vision Paper]. Datenbank-Spektrum 22(3): 227-239 (2022)
[j34]
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Carsten Binnig, Alexander Böhm, Tilmann Rabl, Pinar Tözün:
Reviving the Workshop Series on Testing Database Systems - DBTest. Datenbank-Spektrum 22(3): 257-260 (2022)
[j33]
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Benjamin Hilprecht, Carsten Binnig:
Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction. Proc. VLDB Endow. 15(11): 2361-2374 (2022)
[j32]
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Marius Gassen, Benjamin Hättasch, Benjamin Hilprecht, Nadja Geisler, Alexander Fraser, Carsten Binnig:
Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases. Proc. VLDB Endow. 15(12): 3586-3589 (2022)
[j31]
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Alberto Lerner, Matthias Jasny, Theo Jepsen, Carsten Binnig, Philippe Cudré-Mauroux:
DBMS Annihilator: A High-Performance Database Workload Generator in Action. Proc. VLDB Endow. 15(12): 3682-3685 (2022)
[j30]
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Nadja Geisler, Benjamin Hättasch, Carsten Binnig:
Demonstrating Quest: A Query-Driven Framework to Explain Classification Models on Tabular Data. Proc. VLDB Endow. 15(12): 3722-3725 (2022)
[j29]
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Lasse Thostrup, Jan Skrzypczak, Matthias Jasny, Tobias Ziegler, Carsten Binnig:
DFI: The Data Flow Interface for High-Speed Networks. SIGMOD Rec. 51(1): 15-22 (2022)
[j28]
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Tiemo Bang, Norman May, Ilia Petrov, Carsten Binnig:
The full story of 1000 cores. VLDB J. 31(6): 1185-1213 (2022)
2021
[j27]
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Erfan Zamanian, Julian Shun, Carsten Binnig, Tim Kraska:
Chiller: Contention-centric Transaction Execution and Data Partitioning for Modern Networks. SIGMOD Rec. 50(1): 15-22 (2021)
2020
[j26]
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Tobias Ziegler, Viktor Leis, Carsten Binnig:
RDMA Communciation Patterns. Datenbank-Spektrum 20(3): 199-210 (2020)
[j25]
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Sounak Kar, Robin Rehrmann, Arpan Mukhopadhyay, Bastian Alt, Florin Ciucu, Heinz Koeppl, Carsten Binnig, Amr Rizk:
On the Throughput Optimization in Large-scale Batch-processing Systems. Perform. Evaluation 144: 102142 (2020)
[j24]
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Benjamin Hilprecht, Andreas Schmidt, Moritz Kulessa, Alejandro Molina, Kristian Kersting, Carsten Binnig:
DeepDB: Learn from Data, not from Queries! Proc. VLDB Endow. 13(7): 992-1005 (2020)
[j23]
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Robin Rehrmann, Carsten Binnig, Alexander Böhm, Kihong Kim, Wolfgang Lehner:
Sharing Opportunities for OLTP Workloads in Different Isolation Levels. Proc. VLDB Endow. 13(10): 1696-1708 (2020)
[j22]
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Sounak Kar, Robin Rehrmann, Arpan Mukhopadhyay, Bastian Alt, Florin Ciucu, Heinz Koeppl, Carsten Binnig, Amr Rizk:
On the Throughput Optimization in Large-Scale Batch-Processing Systems. SIGMETRICS Perform. Evaluation Rev. 48(3): 128-129 (2020)
2019
[j21]
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Muhammad El-Hindi, Carsten Binnig, Arvind Arasu, Donald Kossmann, Ravi Ramamurthy:
BlockchainDB - A Shared Database on Blockchains. Proc. VLDB Endow. 12(11): 1597-1609 (2019)
[j20]
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Lukas Berg, Tobias Ziegler, Carsten Binnig, Uwe Röhm:
ProgressiveDB - Progressive Data Analytics as a Middleware. Proc. VLDB Endow. 12(12): 1814-1817 (2019)
[j19]
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Kayhan Dursun, Carsten Binnig, Ugur Çetintemel, Garret Swart, Weiwei Gong:
A Morsel-Driven Query Execution Engine for Heterogeneous Multi-Cores. Proc. VLDB Endow. 12(12): 2218-2229 (2019)
2018
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Carsten Binnig:
Scalable Data Management on Modern Networks. Datenbank-Spektrum 18(3): 203-209 (2018)
[j17]
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Robin Rehrmann, Carsten Binnig, Alexander Böhm, Kihong Kim, Wolfgang Lehner, Amr Rizk:
OLTPShare: The Case for Sharing in OLTP Workloads. Proc. VLDB Endow. 11(12): 1769-1780 (2018)
[j16]
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Avinesh P. V. S., Carsten Binnig, Benjamin Hättasch, Christian M. Meyer, Orkan Özyurt:
Sherlock: A System for Interactive Summarization of Large Text Collections. Proc. VLDB Endow. 11(12): 1902-1905 (2018)
[j15]
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Christoph Pinkel, Carsten Binnig, Ernesto Jiménez-Ruiz, Evgeny Kharlamov, Wolfgang May, Andriy Nikolov, Ana Sasa Bastinos, Martin G. Skjæveland, Alessandro Solimando, Mohsen Taheriyan, Christian Heupel, Ian Horrocks:
RODI: Benchmarking relational-to-ontology mapping generation quality. Semantic Web 9(1): 25-52 (2018)
[j14]
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Yeounoh Chung, Michael Lind Mortensen, Carsten Binnig, Tim Kraska:
Estimating the Impact of Unknown Unknowns on Aggregate Query Results. ACM Trans. Database Syst. 43(1): 3:1-3:37 (2018)
2017
[j13]
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Abdallah Salama, Carsten Binnig, Tim Kraska, Ansgar Scherp, Tobias Ziegler:
Rethinking Distributed Query Execution on High-Speed Networks. IEEE Data Eng. Bull. 40(1): 27-37 (2017)
[j12]
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Erfan Zamanian, Carsten Binnig, Tim Kraska, Tim Harris:
The End of a Myth: Distributed Transaction Can Scale. Proc. VLDB Endow. 10(6): 685-696 (2017)
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Alex Galakatos, Andrew Crotty, Emanuel Zgraggen, Carsten Binnig, Tim Kraska:
Revisiting Reuse for Approximate Query Processing. Proc. VLDB Endow. 10(10): 1142-1153 (2017)
2016
[j10]
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Philipp Eichmann, Emanuel Zgraggen, Zheguang Zhao, Carsten Binnig, Tim Kraska:
Towards a Benchmark for Interactive Data Exploration. IEEE Data Eng. Bull. 39(4): 50-61 (2016)
[j9]
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Arnab Nandi, Alan D. Fekete, Carsten Binnig:
HILDA 2016 Workshop: A Report. IEEE Data Eng. Bull. 39(4): 85-86 (2016)
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Carsten Binnig, Andrew Crotty, Alex Galakatos, Tim Kraska, Erfan Zamanian:
The End of Slow Networks: It's Time for a Redesign. Proc. VLDB Endow. 9(7): 528-539 (2016)
2015
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Andrew Crotty, Alex Galakatos, Kayhan Dursun, Tim Kraska, Carsten Binnig, Ugur Çetintemel, Stan Zdonik:
An Architecture for Compiling UDF-centric Workflows. Proc. VLDB Endow. 8(12): 1466-1477 (2015)
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Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska:
Vizdom: Interactive Analytics through Pen and Touch. Proc. VLDB Endow. 8(12): 2024-2027 (2015)
2014
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Carsten Binnig, Stefan Hildenbrand, Franz Färber, Donald Kossmann, Juchang Lee, Norman May:
Distributed snapshot isolation: global transactions pay globally, local transactions pay locally. VLDB J. 23(6): 987-1011 (2014)
2010
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Eric Lo, Carsten Binnig, Donald Kossmann, M. Tamer Özsu, Wing-Kai Hon:
A framework for testing DBMS features. VLDB J. 19(2): 203-230 (2010)
2008
[j3]
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Carsten Binnig, Donald Kossmann, Eric Lo:
Towards Automatic Test Database Generation. IEEE Data Eng. Bull. 31(1): 28-35 (2008)
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Gustavo Alonso, Donald Kossmann, Timothy Roscoe, Nesime Tatbul, Andrew Baumann, Carsten Binnig, Peter M. Fischer, Oriana Riva, Jens Teubner:
The ETH Zurich systems group and enterprise computing center. SIGMOD Rec. 37(4): 94-99 (2008)
2007
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Daniel Weiß, Jörn Kaack, Stefan Kirn, Maike Gilliot, Lutz Lowis, Günter Müller, Andrea Herrmann, Carsten Binnig, Timea Illes, Barbara Paech, Donald Kossmann:
Die SIKOSA-Methodik. Wirtschaftsinf. 49(3): 188-198 (2007)

Conference and Workshop Papers

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2024
[c117]
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Jan-Micha Bodensohn, Carsten Binnig:
Rethinking Table Retrieval from Data Lakes. aiDM@SIGMOD 2024: 2:1-2:5
[c116]
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Matthias Urban, Carsten Binnig:
CAESURA: Language Models as Multi-Modal Query Planners. CIDR 2024
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Ioannis Reppas, Meghdad Mirabi, Leila Fathi, Carsten Binnig, Anton Dignös, Johann Gamper:
Parallel Processing of Temporal Anti-Joins in Memory. DASFAA (1) 2024: 86-102
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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: 1-8
[c113]
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René Klaus Nikiel, Meghdad Mirabi, Carsten Binnig:
TrustDDL: A Privacy-Preserving Byzantine-Robust Distributed Deep Learning Framework. DSN-W 2024: 55-62
[c112]
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Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig:
Pythagoras: Semantic Type Detection of Numerical Data in Enterprise Data Lakes. EDBT 2024: 725-733
[c111]
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Nadja Geisler, Carsten Binnig:
Towards Extending XAI for Full Data Science Pipelines. HILDA@SIGMOD 2024: 1-7
[c110]
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Benjamin Hättasch, Carsten Binnig:
More of that, please: Domain Adaptation of Information Extraction through Examples & Feedback. HILDA@SIGMOD 2024: 1-7
[c109]
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Roman Heinrich, Carsten Binnig, Harald Kornmayer, Manisha Luthra:
Costream: Learned Cost Models for Operator Placement in Edge-Cloud Environments. ICDE 2024: 96-109
[c108]
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Pratyush Agnihotri, Boris Koldehofe, Paul Stiegele, Roman Heinrich, Carsten Binnig, Manisha Luthra:
ZERoTuNE: Learned Zero-Shot Cost Models for Parallelism Tuning in Stream Processing. ICDE 2024: 2040-2053
[c107]
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Matthias Urban, Carsten Binnig:
Demonstrating CAESURA: Language Models as Multi-Modal Query Planners. SIGMOD Conference Companion 2024: 472-475
[c106]
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Faeze Faghih, Tobias Ziegler, Zsolt István, Carsten Binnig:
SmartNICs in the Cloud: The Why, What and How of In-network Processing for Data-Intensive Applications. SIGMOD Conference Companion 2024: 556-560
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Carsten Binnig, Nesime Tatbul:
International Workshop on Data Management on New Hardware (DaMoN). SIGMOD Conference Companion 2024: 645-646
[c104]
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Jan-Micha Bodensohn, Ulf Brackmann, Liane Vogel, Matthias Urban, Anupam Sanghi, Carsten Binnig:
LLMs for Data Engineering on Enterprise Data. VLDB Workshops 2024
[c103]
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Benjamin Hättasch, Carsten Binnig:
Box2Go: Collaborative Interactive Infobox Filling. WWW (Companion Volume) 2024: 1003-1006
2023
[c102]
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Matthias Urban, Duc Dat Nguyen, Carsten Binnig:
OmniscientDB: A Large Language Model-Augmented DBMS That Knows What Other DBMSs Do Not Know. aiDM@SIGMOD 2023: 4:1-4:7
[c101]
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Pratyush Agnihotri, Boris Koldehofe, Carsten Binnig, Manisha Luthra:
Zero-Shot Cost Models for Parallel Stream Processing. aiDM@SIGMOD 2023: 5:1-5:5
[c100]
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Benjamin Hättasch, Jan-Micha Bodensohn, Liane Vogel, Matthias Urban, Carsten Binnig:
WannaDB: Ad-hoc SQL Queries over Text Collections. BTW 2023: 157-181
[c99]
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Adrian Lutsch, Gagandeep Singh, Martin Mundt, Ragnar Mogk, Carsten Binnig:
Benchmarking the Second Generation of Intel SGX for Machine Learning Workloads. BTW 2023: 711-717
[c98]
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Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig:
SportsTables: A new Corpus for Semantic Type Detection. BTW 2023: 995-1008
[c97]
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Tobias Ziegler, Philip A. Bernstein, Viktor Leis, Carsten Binnig:
Is Scalable OLTP in the Cloud a Solved Problem? CIDR 2023
[c96]
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Matthias Jasny, Lasse Thostrup, Carsten Binnig:
Zero-sided RDMA: Network-driven Data Shuffling. DaMoN 2023: 82-85
[c95]
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Benjamin Hilprecht, Christian Hammacher, Eduardo Souza dos Reis, Mohamed Abdelaal, Carsten Binnig:
DiffML: End-to-end Differentiable ML Pipelines. DEEM@SIGMOD 2023: 7:1-7:7
[c94]
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Meghdad Mirabi, René Klaus Nikiel, Carsten Binnig:
SafeML: A Privacy-Preserving Byzantine-Robust Framework for Distributed Machine Learning Training. ICDM (Workshops) 2023: 207-216
[c93]
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Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig:
Pythagoras: Semantic Type Detection of Numerical Data Using Graph Neural Networks. LWDA 2023: 146-152
[c92]
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Meghdad Mirabi, Leila Fathi, Anton Dignös, Johann Gamper, Carsten Binnig:
A New Primitive for Processing Temporal Joins. SSTD 2023: 106-109
[c91]
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Ajay Dholakia, David Ellison, Miro Hodak, Debojyoti Dutta, Carsten Binnig:
Benchmarking Generative AI Performance Requires a Holistic Approach. TPCTC 2023: 34-43
[c90]
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Muhammad El-Hindi, Tobias Ziegler, Carsten Binnig:
Towards Merkle Trees for High-Performance Data Systems. VDBS@SIGMOD 2023: 28-33
[c89]
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Meghdad Mirabi, Carsten Binnig:
QFilter: Towards a Fine-Grained Access Control for Aggregation Query Processing over Secret Shared Data. VLDB Workshops 2023
[c88]
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Liane Vogel, Carsten Binnig:
WikiDBs: A Corpus of Relational Databases From Wikidata. VLDB Workshops 2023
2022
[c87]
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Lasse Thostrup, Daniel Failing, Tobias Ziegler, Carsten Binnig:
A DBMS-centric Evaluation of BlueField DPUs on Fast Networks. ADMS@VLDB 2022: 1-10
[c86]
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Benjamin Hilprecht, Carsten Binnig:
One Model to Rule them All: Towards Zero-Shot Learning for Databases. CIDR 2022
[c85]
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Muhammad El-Hindi, Tobias Ziegler, Matthias Heinrich, Adrian Lutsch, Zheguang Zhao, Carsten Binnig:
Benchmarking the Second Generation of Intel SGX Hardware. DaMoN 2022: 5:1-5:8
[c84]
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Tobias Ziegler, Dwarakanandan Bindiganavile Mohan, Viktor Leis, Carsten Binnig:
EFA: A Viable Alternative to RDMA over InfiniBand for DBMSs? DaMoN 2022: 10:1-10:5
[c83]
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Muhammad El-Hindi, Zheguang Zhao, Carsten Binnig:
Towards Decentralized Parameter Servers for Secure Federated Learning. DATA 2022: 257-269
[c82]
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Roman Heinrich, Manisha Luthra, Harald Kornmayer, Carsten Binnig:
Zero-shot cost models for distributed stream processing. DEBS 2022: 85-90
[c81]
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Pratyush Agnihotri, Boris Koldehofe, Carsten Binnig, Manisha Luthra:
PANDA: performance prediction for parallel and dynamic stream processing. DEBS 2022: 180-181
[c80]
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Benjamin Hättasch, Carsten Binnig:
Know Better - A Clickbait Resolving Challenge. LREC 2022: 515-523
[c79]
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Matthias Urban, Carsten Binnig:
Hybrid Database Operations: Learned Operations for Seamless Querying of Textual and Tabular Data. LWDA 2022: 8-11
[c78]
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Nadja Geisler, Carsten Binnig:
Introducing quest: a query-driven framework to explain classification models on tabular data. HILDA@SIGMOD 2022: 2:1-2:4
[c77]
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Tobias Ziegler, Carsten Binnig, Viktor Leis:
ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA. SIGMOD Conference 2022: 685-699
[c76]
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Nils Boeschen, Carsten Binnig:
GaccO - A GPU-accelerated OLTP DBMS. SIGMOD Conference 2022: 1003-1016
[c75]
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Matthias Jasny, Lasse Thostrup, Tobias Ziegler, Carsten Binnig:
P4DB - The Case for In-Network OLTP. SIGMOD Conference 2022: 1375-1389
[c74]
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Benjamin Hättasch, Jan-Micha Bodensohn, Carsten Binnig:
Demonstrating ASET: Ad-hoc Structured Exploration of Text Collections. SIGMOD Conference 2022: 2393-2396
2021
[c73]
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Johannes Wirth, Jaco A. Hofmann, Lasse Thostrup, Andreas Koch, Carsten Binnig:
Exploiting 3D Memory for Accelerated In-Network Processing of Hash Joins in Distributed Databases. ARC 2021: 18-32
[c72]
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Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig:
Towards Learned Metadata Extraction for Data Lakes. BTW 2021: 325-336
[c71]
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Tiemo Bang, Norman May, Ilia Petrov, Carsten Binnig:
AnyDB: An Architecture-less DBMS for Any Workload. CIDR 2021
[c70]
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Nils Boeschen, Carsten Binnig:
GalOP: Towards a GPU-accelerated OLTP DBMS. DaMoN 2021: 9:1-9:3
[c69]
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Benjamin Hättasch, Nadja Geisler, Carsten Binnig:
Netted?! How to Improve the Usefulness of Spider & Co. DESIRES 2021: 38-43
[c68]
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Muhammad El-Hindi, Zheguang Zhao, Carsten Binnig:
ACID-V: Towards a New Class of DBMSs for Data Sharing. Poly/DMAH@VLDB 2021: 60-64
[c67]
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Johannes Wirth, Jaco A. Hofmann, Lasse Thostrup, Carsten Binnig, Andreas Koch:
Scalable and Flexible High-Performance In-Network Processing of Hash Joins in Distributed Databases. FPT 2021: 1-9
[c66]
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Benjamin Hilprecht, Carsten Binnig:
ReStore - Neural Data Completion for Relational Databases. SIGMOD Conference 2021: 710-722
[c65]
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Lasse Thostrup, Jan Skrzypczak, Matthias Jasny, Tobias Ziegler, Carsten Binnig:
DFI: The Data Flow Interface for High-Speed Networks. SIGMOD Conference 2021: 1825-1837
2020
[c64]
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Benjamin Hilprecht, Carsten Binnig, Tiemo Bang, Muhammad El-Hindi, Benjamin Hättasch, Aditya Khanna, Robin Rehrmann, Uwe Röhm, Andreas Schmidt, Lasse Thostrup, Tobias Ziegler:
DBMS Fitting: Why should we learn what we already know? CIDR 2020
[c63]
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Tiemo Bang, Norman May, Ilia Petrov, Carsten Binnig:
The tale of 1000 Cores: an evaluation of concurrency control on real(ly) large multi-socket hardware. DaMoN 2020: 3:1-3:9
[c62]
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Benjamin Hättasch, Nadja Geisler, Christian M. Meyer, Carsten Binnig:
Summarization Beyond News: The Automatically Acquired Fandom Corpora. LREC 2020: 6700-6708
[c61]
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Robin Rehrmann, Martin Keppner, Wolfgang Lehner, Carsten Binnig, Arne Schwarz:
Workload merging potential in SAP Hybris. DBTest@SIGMOD 2020: 7:1-7:6
[c60]
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Benjamin Hilprecht, Carsten Binnig, Uwe Röhm:
Learning a Partitioning Advisor for Cloud Databases. SIGMOD Conference 2020: 143-157
[c59]
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Matthias Jasny, Tobias Ziegler, Tim Kraska, Uwe Röhm, Carsten Binnig:
DB4ML - An In-Memory Database Kernel with Machine Learning Support. SIGMOD Conference 2020: 159-173
[c58]
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Erfan Zamanian, Julian Shun, Carsten Binnig, Tim Kraska:
Chiller: Contention-centric Transaction Execution and Data Partitioning for Modern Networks. SIGMOD Conference 2020: 511-526
[c57]
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Philipp Eichmann, Emanuel Zgraggen, Carsten Binnig, Tim Kraska:
IDEBench: A Benchmark for Interactive Data Exploration. SIGMOD Conference 2020: 1555-1569
[c56]
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Leilani Battle, Philipp Eichmann, Marco Angelini, Tiziana Catarci, Giuseppe Santucci, Yukun Zheng, Carsten Binnig, Jean-Daniel Fekete, Dominik Moritz:
Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data. SIGMOD Conference 2020: 1571-1587
[c55]
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Tiemo Bang, Ismail Oukid, Norman May, Ilia Petrov, Carsten Binnig:
Robust Performance of Main Memory Data Structures by Configuration. SIGMOD Conference 2020: 1651-1666
[c54]
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Nathaniel Weir, Prasetya Ajie Utama, Alex Galakatos, Andrew Crotty, Amir Ilkhechi, Shekar Ramaswamy, Rohin Bhushan, Nadja Geisler, Benjamin Hättasch, Steffen Eger, Ugur Çetintemel, Carsten Binnig:
DBPal: A Fully Pluggable NL2SQL Training Pipeline. SIGMOD Conference 2020: 2347-2361
[c53]
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Benjamin Hättasch, Michael Truong-Ngoc, Andreas Schmidt, Carsten Binnig:
It's AI Match: A Two-Step Approach for Schema Matching Using Embeddings. AIDB@VLDB 2020
2019
[c52]
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Jaco A. Hofmann, Lasse Thostrup, Tobias Ziegler, Carsten Binnig, Andreas Koch:
High-Performance In-Network Data Processing. ADMS@VLDB 2019: 64-73
[c51]
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Carsten Binnig:
DPI: The Data Processing Interface for Modern Networks (Extended Abstract). BTW (Workshops) 2019: 29-30
[c50]
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Tobias Ziegler, Carsten Binnig, Uwe Röhm:
Skew-resilient Query Processing for Fast Networks. BTW (Workshops) 2019: 81-85
[c49]
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Gustavo Alonso, Carsten Binnig, Ippokratis Pandis, Kenneth Salem, Jan Skrzypczak, Ryan Stutsman, Lasse Thostrup, Tianzheng Wang, Zeke Wang, Tobias Ziegler:
DPI: The Data Processing Interface for Modern Networks. CIDR 2019
[c48]
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Abdallah Salama, Alexander Linke, Igor Pessoa Rocha, Carsten Binnig:
XAI: A Middleware for Scalable AI. DATA 2019: 109-120
[c47]
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Benjamin Hilprecht, Carsten Binnig, Uwe Röhm:
Towards learning a partitioning advisor with deep reinforcement learning. aiDM@SIGMOD 2019: 6:1-6:4
[c46]
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Benjamin Hättasch, Christian M. Meyer, Carsten Binnig:
Interactive Summarization of Large Document Collections. HILDA@SIGMOD 2019: 9:1-9:4
[c45]
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Tobias Ziegler, Sumukha Tumkur Vani, Carsten Binnig, Rodrigo Fonseca, Tim Kraska:
Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks. SIGMOD Conference 2019: 741-758
[c44]
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Zeyuan Shang, Emanuel Zgraggen, Benedetto Buratti, Ferdinand Kossmann, Philipp Eichmann, Yeounoh Chung, Carsten Binnig, Eli Upfal, Tim Kraska:
Democratizing Data Science through Interactive Curation of ML Pipelines. SIGMOD Conference 2019: 1171-1188
[c43]
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Alex Galakatos, Michael Markovitch, Carsten Binnig, Rodrigo Fonseca, Tim Kraska:
FITing-Tree: A Data-aware Index Structure. SIGMOD Conference 2019: 1189-1206
[c42]
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Muhammad El-Hindi, Martin Heyden, Carsten Binnig, Ravi Ramamurthy, Arvind Arasu, Donald Kossmann:
BlockchainDB - Towards a Shared Database on Blockchains. SIGMOD Conference 2019: 1905-1908
2018
[c41]
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Marcel Blöcher, Tobias Ziegler, Carsten Binnig, Patrick Eugster:
Boosting scalable data analytics with modern programmable networks. DaMoN 2018: 1:1-1:3
[c40]
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Carsten Binnig:
Towards Interactive Data Exploration. DATA 2018: 5
[c39]
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Lukas Sommer, Julian Oppermann, Alejandro Molina, Carsten Binnig, Kristian Kersting, Andreas Koch:
Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-Based Accelerators. ICCD 2018: 350-357
[c38]
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Carsten Binnig, Benedetto Buratti, Yeounoh Chung, Cyrus Cousins, Tim Kraska, Zeyuan Shang, Eli Upfal, Robert C. Zeleznik, Emanuel Zgraggen:
Towards Interactive Curation & Automatic Tuning of ML Pipelines. DEEM@SIGMOD 2018: 1:1-1:4
[c37]
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Leilani Battle, Marco Angelini, Carsten Binnig, Tiziana Catarci, Philipp Eichmann, Jean-Daniel Fekete, Giuseppe Santucci, Michael Sedlmair, Wesley Willett:
Evaluating Visual Data Analysis Systems: A Discussion Report. HILDA@SIGMOD 2018: 4:1-4:6
[c36]
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Fuat Basik, Benjamin Hättasch, Amir Ilkhechi, Arif Usta, Shekar Ramaswamy, Prasetya Ajie Utama, Nathaniel Weir, Carsten Binnig, Ugur Çetintemel:
DBPal: A Learned NL-Interface for Databases. SIGMOD Conference 2018: 1765-1768
2017
[c35]
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Carsten Binnig, Fuat Basik, Benedetto Buratti, Ugur Çetintemel, Yeounoh Chung, Andrew Crotty, Cyrus Cousins, Dylan Ebert, Philipp Eichmann, Alex Galakatos, Benjamin Hättasch, Amir Ilkhechi, Tim Kraska, Zeyuan Shang, Isabella Tromba, Arif Usta, Prasetya Ajie Utama, Eli Upfal, Linnan Wang, Nathaniel Weir, Robert C. Zeleznik, Emanuel Zgraggen:
Towards Interactive Data Exploration. BIRTE (Revised Selected Papers) 2017: 177-190
[c34]
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Christoph Pinkel, Carsten Binnig, Ernesto Jiménez-Ruiz, Evgeny Kharlamov, Andriy Nikolov, Andreas Schwarte, Christian Heupel, Tim Kraska:
IncMap: A Journey towards Ontology-based Data Integration. BTW 2017: 145-164
[c33]
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Tim Kraska, Elkhan Dadashov, Carsten Binnig:
Spotlytics: How to Use Cloud Market Places for Analytics? BTW 2017: 361-380
[c32]
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Iryna Gurevych, Christian M. Meyer, Carsten Binnig, Johannes Fürnkranz, Kristian Kersting, Stefan Roth, Edwin Simpson:
Interactive Data Analytics for the Humanities. CICLing (1) 2017: 527-549
[c31]
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Carsten Binnig, Lorenzo De Stefani, Tim Kraska, Eli Upfal, Emanuel Zgraggen, Zheguang Zhao:
Toward Sustainable Insights, or Why Polygamy is Bad for You. CIDR 2017
[c30]
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Kayhan Dursun, Carsten Binnig, Ugur Çetintemel, Robert Petrocelli:
SiliconDB: rethinking DBMSs for modern heterogeneous co-processor environments. DaMoN 2017: 10:1-10:4
[c29]
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Yue Guo, Carsten Binnig, Tim Kraska:
What you see is not what you get!: Detecting Simpson's Paradoxes during Data Exploration. HILDA@SIGMOD 2017: 2:1-2:5
[c28]
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Zheguang Zhao, Lorenzo De Stefani, Emanuel Zgraggen, Carsten Binnig, Eli Upfal, Tim Kraska:
Controlling False Discoveries During Interactive Data Exploration. SIGMOD Conference 2017: 527-540
[c27]
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Kayhan Dursun, Carsten Binnig, Ugur Çetintemel, Tim Kraska:
Revisiting Reuse in Main Memory Database Systems. SIGMOD Conference 2017: 1275-1289
[c26]
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Zheguang Zhao, Emanuel Zgraggen, Lorenzo De Stefani, Carsten Binnig, Eli Upfal, Tim Kraska:
Safe Visual Data Exploration. SIGMOD Conference 2017: 1671-1674
2016
[c25]
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Muhammad El-Hindi, Zheguang Zhao, Carsten Binnig, Tim Kraska:
VisTrees: fast indexes for interactive data exploration. HILDA@SIGMOD 2016: 5
[c24]
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Andrew Crotty, Alex Galakatos, Emanuel Zgraggen, Carsten Binnig, Tim Kraska:
The case for interactive data exploration accelerators (IDEAs). HILDA@SIGMOD 2016: 11
[c23]
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Yeounoh Chung, Michael Lind Mortensen, Carsten Binnig, Tim Kraska:
Estimating the Impact of Unknown Unknowns on Aggregate Query Results. SIGMOD Conference 2016: 861-876
[c22]
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Gabriel Lyons, Vinh Tran, Carsten Binnig, Ugur Çetintemel, Tim Kraska:
Making the Case for Query-by-Voice with EchoQuery. SIGMOD Conference 2016: 2129-2132
2015
[c21]
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Christoph Pinkel, Carsten Binnig, Ernesto Jiménez-Ruiz, Wolfgang May, Dominique Ritze, Martin G. Skjæveland, Alessandro Solimando, Evgeny Kharlamov:
RODI: A Benchmark for Automatic Mapping Generation in Relational-to-Ontology Data Integration. ESWC 2015: 21-37
[c20]
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Carsten Binnig, Abdallah Salama, Erfan Zamanian, Muhammad El-Hindi, Sebastian Feil, Tobias Ziegler:
Spotgres - parallel data analytics on Spot Instances. ICDE Workshops 2015: 14-21
[c19]
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Erfan Zamanian, Carsten Binnig, Abdallah Salama:
Locality-aware Partitioning in Parallel Database Systems. SIGMOD Conference 2015: 17-30
[c18]
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Abdallah Salama, Carsten Binnig, Tim Kraska, Erfan Zamanian:
Cost-based Fault-tolerance for Parallel Data Processing. SIGMOD Conference 2015: 285-297
2014
[c17]
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Carsten Binnig, Abdallah Salama, Erfan Zamanian, Harald Kornmayer, Sven Listing, Alexander C. Müller:
XDB - A Novel Database Architecture for Data Analytics as a Service. BigData Congress 2014: 96-103
[c16]
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Christoph Pinkel, Carsten Binnig, Peter Haase, Clemens Martin, Kunal Sengupta, Johannes Trame:
How to Best Find a Partner? An Evaluation of Editing Approaches to Construct R2RML Mappings. ESWC 2014: 675-690
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Carsten Binnig, Abdallah Salama, Erfan Zamanian:
DoomDB: kill the query. SIGMOD Conference 2014: 913-916
2013
[c14]
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Carsten Binnig, Norman May, Tobias Mindnich:
SQLScript: Efficiently Analyzing Big Enterprise Data in SAP HANA. BTW 2013: 363-382
[c13]
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Carsten Binnig, Abdallah Salama, Alexander C. Müller, Erfan Zamanian, Harald Kornmayer, Sven Listing:
XDB: a novel database architecture for data analytics as a service. SoCC 2013: 39:1-39:2
[c12]
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Christoph Pinkel, Carsten Binnig, Evgeny Kharlamov, Peter Haase:
IncMap: pay as you go matching of relational schemata to OWL ontologies. OM 2013: 37-48
[c11]
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Christoph Pinkel, Carsten Binnig, Evgeny Kharlamov, Peter Haase:
Pay as you go Matching of Relational Schemata to OWL Ontologies with IncMap. ISWC (Posters & Demos) 2013: 225-228
2012
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Carsten Binnig, Robin Rehrmann, Franz Faerber, Rudolf Riewe:
FunSQL: it is time to make SQL functional. EDBT/ICDT Workshops 2012: 41-46
2009
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Carsten Binnig, Stefan Hildenbrand, Franz Färber:
Dictionary-based order-preserving string compression for main memory column stores. SIGMOD Conference 2009: 283-296
[c8]
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Carsten Binnig, Donald Kossmann, Tim Kraska, Simon Loesing:
How is the weather tomorrow?: towards a benchmark for the cloud. DBTest 2009
2008
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Carsten Binnig, Donald Kossmann, Eric Lo, Angel Saenz-Badillos:
Automatic Result Verification for the Functional Testing of a Query Language. ICDE 2008: 1534-1536
[c6]
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Carsten Binnig, Donald Kossmann, Eric Lo:
Multi-RQP: generating test databases for the functional testing of OLTP applications. DBTest 2008: 5
2007
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Carsten Binnig, Donald Kossmann, Eric Lo:
Reverse Query Processing. ICDE 2007: 506-515
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Carsten Binnig, Donald Kossmann, Eric Lo, M. Tamer Özsu:
QAGen: generating query-aware test databases. SIGMOD Conference 2007: 341-352
2006
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Carsten Binnig, Donald Kossmann, Eric Lo:
Testing database applications. SIGMOD Conference 2006: 739-741
2002
[c2]
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Carsten Binnig, Andreas Schmidt:
Development of an UIML Renderer for Different Target Languages. CADUI 2002: 267-274
[c1]
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Andreas Schmidt, Carsten Binnig:
Experience Gained in the Development of a Route Planner for Mobile End Devices. Communications, Internet, and Information Technology 2002: 42-47

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2008
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Carsten Binnig:
Generierung Relevanter Testdatenbanken [Generating Meaningful Test Databases]. Ausgezeichnete Informatikdissertationen 2008: 11-20

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2024
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Carsten Binnig, Nesime Tatbul:
Proceedings of the 20th International Workshop on Data Management on New Hardware, DaMoN 2024, Santiago, Chile, 10 June 2024. ACM 2024 [contents]
2022
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Ada Gavrilovska, Deniz Altinbüken, Carsten Binnig:
Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, San Francisco, California, November 7-11, 2022. ACM 2022, ISBN 978-1-4503-9414-7 [contents]
2019
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Melanie Herschel, Helena Galhardas, Berthold Reinwald, Irini Fundulaki, Carsten Binnig, Zoi Kaoudi:
Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019. OpenProceedings.org 2019, ISBN 978-3-89318-081-3 [contents]
2018
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Carsten Binnig, Juliana Freire, Eugene Wu:
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2018, Houston, TX, USA, June 10, 2018. ACM 2018 [contents]
2017
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Carsten Binnig, Joseph M. Hellerstein, Aditya G. Parameswaran:
Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017. ACM 2017, ISBN 978-1-4503-5029-7 [contents]
2016
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Carsten Binnig, Alan D. Fekete, Arnab Nandi:
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2016, San Francisco, CA, USA, June 26 - July 01, 2016. ACM 2016, ISBN 978-1-4503-4207-0 [contents]
2009
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Benoît Dageville, Carsten Binnig:
Proceedings of the 2nd International Workshop on Testing Database Systems, DBTest 2009, Providence, Rhode Island, USA, June 29, 2009. ACM 2009, ISBN 978-1-60558-706-6 [contents]

Reference Works

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2018
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Carsten Binnig:
Replication with Snapshot Isolation. Encyclopedia of Database Systems (2nd ed.) 2018

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2024
[i33]
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Roman Heinrich, Carsten Binnig, Harald Kornmayer, Manisha Luthra:
COSTREAM: Learned Cost Models for Operator Placement in Edge-Cloud Environments. CoRR abs/2403.08444 (2024)
[i32]
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Adrian Lutsch, Muhammad El-Hindi, Matthias Heinrich, Daniel Ritter, Zsolt István, Carsten Binnig:
Benchmarking Analytical Query Processing in Intel SGXv2. CoRR abs/2403.11874 (2024)
[i31]
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Yannis Chronis, Yawen Wang, Yu Gan, Sami Abu-El-Haija, Chelsea Lin, Carsten Binnig, Fatma Özcan:
CardBench: A Benchmark for Learned Cardinality Estimation in Relational Databases. CoRR abs/2408.16170 (2024)
[i30]
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David F. Bacon, Carsten Binnig, David Patterson, Margo I. Seltzer:
Hardware Support for Cloud Database Systems in the Post-Moore's Law Era (Dagstuhl Seminar 24162). Dagstuhl Reports 14(4): 54-84 (2024)
2023
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Matthias Urban, Carsten Binnig:
Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables. CoRR abs/2304.13559 (2023)
[i28]
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Liane Vogel, Benjamin Hilprecht, Carsten Binnig:
Towards Foundation Models for Relational Databases [Vision Paper]. CoRR abs/2305.15321 (2023)
[i27]
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Matthias Urban, Carsten Binnig:
CAESURA: Language Models as Multi-Modal Query Planners. CoRR abs/2308.03424 (2023)
[i26]
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Benjamin Hilprecht, Kristian Kersting, Carsten Binnig:
SPARE: A Single-Pass Neural Model for Relational Databases. CoRR abs/2310.13581 (2023)
2022
[i25]
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Benjamin Hilprecht, Carsten Binnig:
Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction. CoRR abs/2201.00561 (2022)
[i24]
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Benjamin Hättasch, Michael Truong-Ngoc, Andreas Schmidt, Carsten Binnig:
It's AI Match: A Two-Step Approach for Schema Matching Using Embeddings. CoRR abs/2203.04366 (2022)
[i23]
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Benjamin Hättasch, Jan-Micha Bodensohn, Carsten Binnig:
ASET: Ad-hoc Structured Exploration of Text Collections [Extended Abstract]. CoRR abs/2203.04663 (2022)
[i22]
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Marius Gassen, Benjamin Hättasch, Benjamin Hilprecht, Nadja Geisler, Alexander Fraser, Carsten Binnig:
Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases. CoRR abs/2203.14144 (2022)
[i21]
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Matthias Jasny, Lasse Thostrup, Tobias Ziegler, Carsten Binnig:
P4DB - The Case for In-Network OLTP (Extended Technical Report). CoRR abs/2206.00623 (2022)
[i20]
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Benjamin Hilprecht, Christian Hammacher, Eduardo Souza dos Reis, Mohamed Abdelaal, Carsten Binnig:
DiffML: End-to-end Differentiable ML Pipelines. CoRR abs/2207.01269 (2022)
[i19]
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Roman Heinrich, Manisha Luthra, Harald Kornmayer, Carsten Binnig:
Zero-Shot Cost Models for Distributed Stream Processing. CoRR abs/2207.03823 (2022)
2021
[i18]
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Benjamin Hilprecht, Carsten Binnig:
One Model to Rule them All: Towards Zero-Shot Learning for Databases. CoRR abs/2105.00642 (2021)
[i17]
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Benjamin Hilprecht, Carsten Binnig:
ReStore - Neural Data Completion for Relational Databases. CoRR abs/2105.12457 (2021)
2020
[i16]
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Tiemo Bang, Norman May, Ilia Petrov, Carsten Binnig:
AnyDB: An Architecture-less DBMS for Any Workload. CoRR abs/2009.02258 (2020)
[i15]
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Sounak Kar, Robin Rehrmann, Arpan Mukhopadhyay, Bastian Alt, Florin Ciucu, Heinz Koeppl, Carsten Binnig, Amr Rizk:
On the Throughput Optimization in Large-Scale Batch-Processing Systems. CoRR abs/2009.09433 (2020)
2019
[i14]
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Benjamin Hilprecht, Carsten Binnig, Uwe Röhm:
Learning a Partitioning Advisor with Deep Reinforcement Learning. CoRR abs/1904.01279 (2019)
[i13]
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Benjamin Hilprecht, Andreas Schmidt, Moritz Kulessa, Alejandro Molina, Kristian Kersting, Carsten Binnig:
DeepDB: Learn from Data, not from Queries! CoRR abs/1909.00607 (2019)
[i12]
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Nathaniel Weir, Andrew Crotty, Alex Galakatos, Amir Ilkhechi, Shekar Ramaswamy, Rohin Bhushan, Ugur Çetintemel, Prasetya Ajie Utama, Nadja Geisler, Benjamin Hättasch, Steffen Eger, Carsten Binnig:
DBPal: Weak Supervision for Learning a Natural Language Interface to Databases. CoRR abs/1909.06182 (2019)
2018
[i11]
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Alex Galakatos, Michael Markovitch, Carsten Binnig, Rodrigo Fonseca, Tim Kraska:
A-Tree: A Bounded Approximate Index Structure. CoRR abs/1801.10207 (2018)
[i10]
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Prasetya Ajie Utama, Nathaniel Weir, Fuat Basik, Carsten Binnig, Ugur Çetintemel, Benjamin Hättasch, Amir Ilkhechi, Shekar Ramaswamy, Arif Usta:
An End-to-end Neural Natural Language Interface for Databases. CoRR abs/1804.00401 (2018)
[i9]
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Philipp Eichmann, Carsten Binnig, Tim Kraska, Emanuel Zgraggen:
IDEBench: A Benchmark for Interactive Data Exploration. CoRR abs/1804.02593 (2018)
[i8]
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Moritz Kulessa, Alejandro Molina, Carsten Binnig, Benjamin Hilprecht, Kristian Kersting:
Model-based Approximate Query Processing. CoRR abs/1811.06224 (2018)
[i7]
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Erfan Zamanian, Julian Shun, Carsten Binnig, Tim Kraska:
Chiller: Contention-centric Transaction Execution and Data Partitioning for Fast Networks. CoRR abs/1811.12204 (2018)
[i6]
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Cagatay Turkay, Nicola Pezzotti, Carsten Binnig, Hendrik Strobelt, Barbara Hammer, Daniel A. Keim, Jean-Daniel Fekete, Themis Palpanas, Yunhai Wang, Florin Rusu:
Progressive Data Science: Potential and Challenges. CoRR abs/1812.08032 (2018)
2016
[i5]
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Erfan Zamanian, Carsten Binnig, Tim Kraska, Tim Harris:
The End of a Myth: Distributed Transactions Can Scale. CoRR abs/1607.00655 (2016)
[i4]
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Kayhan Dursun, Carsten Binnig, Ugur Çetintemel, Tim Kraska:
Revisiting Reuse in Main Memory Database Systems. CoRR abs/1608.05678 (2016)
[i3]
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Zheguang Zhao, Lorenzo De Stefani, Emanuel Zgraggen, Carsten Binnig, Eli Upfal, Tim Kraska:
Controlling False Discoveries During Interactive Data Exploration. CoRR abs/1612.01040 (2016)
2015
[i2]
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Carsten Binnig, Ugur Çetintemel, Andrew Crotty, Alex Galakatos, Tim Kraska, Erfan Zamanian, Stanley B. Zdonik:
The End of Slow Networks: It's Time for a Redesign. CoRR abs/1504.01048 (2015)
[i1]
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  - journals/corr/ChungMBK15
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Yeounoh Chung, Michael Lind Mortensen, Carsten Binnig, Tim Kraska:
Estimating the Impact of Unknown Unknowns on Aggregate Query Results. CoRR abs/1507.05591 (2015)

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