Carsten Binnig

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 159

Top Venues

University of Heidelberg, Germany (PHD)

Education History

University of Heidelberg, Germany

PHD

Publications

Roman Heinrich, Carsten Binnig, Harald Kornmayer, Manisha Luthra
COSTREAM: Learned Cost Models for Operator Placement in Edge-Cloud Environments. CoRR (2024)
Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig
Pythagoras: Semantic Type Detection of Numerical Data in Enterprise Data Lakes. EDBT (2024)
Adrian Lutsch, Muhammad El-Hindi, Matthias Heinrich, Daniel Ritter, Zsolt István, Carsten Binnig
Benchmarking Analytical Query Processing in Intel SGXv2. CoRR (2024)
Benjamin Hättasch, Carsten Binnig
Box2Go: Collaborative Interactive Infobox Filling. WWW (Companion Volume) (2024)
Jan-Micha Bodensohn, Carsten Binnig
Rethinking Table Retrieval from Data Lakes. aiDM@SIGMOD (2024)
Roman Heinrich, Carsten Binnig, Harald Kornmayer, Manisha Luthra
Costream: Learned Cost Models for Operator Placement in Edge-Cloud Environments. ICDE (2024)
Nadja Geisler, Carsten Binnig
Towards Extending XAI for Full Data Science Pipelines. HILDA@SIGMOD (2024)
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)
Matthias Urban, Carsten Binnig
Demonstrating CAESURA: Language Models as Multi-Modal Query Planners. SIGMOD Conference Companion (2024)
Matthias Urban, Carsten Binnig
CAESURA: Language Models as Multi-Modal Query Planners. CIDR (2024)
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)
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)
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) (2024)
Benjamin Hättasch, Carsten Binnig
More of that, please: Domain Adaptation of Information Extraction through Examples & Feedback. HILDA@SIGMOD (2024)
Carsten Binnig, Nesime Tatbul
International Workshop on Data Management on New Hardware (DaMoN). SIGMOD Conference Companion (2024)
Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig
Steered Training Data Generation for Learned Semantic Type Detection. Proc. ACM Manag. Data 1 (2) (2023)
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) (2023)
Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig
Pythagoras: Semantic Type Detection of Numerical Data Using Graph Neural Networks. LWDA (2023)
Meghdad Mirabi, René Klaus Nikiel, Carsten Binnig
SafeML: A Privacy-Preserving Byzantine-Robust Framework for Distributed Machine Learning Training. ICDM (Workshops) (2023)
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)
Liane Vogel, Carsten Binnig
WikiDBs: A Corpus of Relational Databases From Wikidata. VLDB Workshops (2023)
Meghdad Mirabi, Carsten Binnig
QFilter: Towards a Fine-Grained Access Control for Aggregation Query Processing over Secret Shared Data. VLDB Workshops (2023)
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) (2023)
Matthias Urban, Carsten Binnig
Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables. CoRR (2023)
Liane Vogel, Benjamin Hilprecht, Carsten Binnig
Towards Foundation Models for Relational Databases [Vision Paper]. CoRR (2023)
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)
Adrian Lutsch, Gagandeep Singh, Martin Mundt, Ragnar Mogk, Carsten Binnig
Benchmarking the Second Generation of Intel SGX for Machine Learning Workloads. BTW (2023)
Benjamin Hilprecht, Christian Hammacher, Eduardo Reis, Mohamed Abdelaal, Carsten Binnig
DiffML: End-to-end Differentiable ML Pipelines. DEEM@SIGMOD (2023)
Lasse Thostrup, Gloria Doci, Nils Boeschen, Manisha Luthra, Carsten Binnig
Distributed GPU Joins on Fast RDMA-capable Networks. Proc. ACM Manag. Data 1 (1) (2023)
Benjamin Hättasch, Jan-Micha Bodensohn, Liane Vogel, Matthias Urban, Carsten Binnig
WannaDB: Ad-hoc SQL Queries over Text Collections. BTW (2023)
Matthias Urban, Carsten Binnig
CAESURA: Language Models as Multi-Modal Query Planners. CoRR (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)
Muhammad El-Hindi, Tobias Ziegler, Carsten Binnig
Towards Merkle Trees for High-Performance Data Systems. VDBS@SIGMOD (2023)
Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig
SportsTables: A new Corpus for Semantic Type Detection. BTW (2023)
Carsten Binnig
Technical Perspective for Skeena: Efficient and Consistent Cross-Engine Transactions. SIGMOD Rec. 52 (1) (2023)
Meghdad Mirabi, Leila Fathi, Anton Dignös, Johann Gamper, Carsten Binnig
A New Primitive for Processing Temporal Joins. SSTD (2023)
Matthias Jasny, Lasse Thostrup, Carsten Binnig
Zero-sided RDMA: Network-driven Data Shuffling. DaMoN (2023)
Tobias Ziegler, Philip A. Bernstein, Viktor Leis, Carsten Binnig
Is Scalable OLTP in the Cloud a Solved Problem? CIDR (2023)
Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig
SportsTables: A New Corpus for Semantic Type Detection (Extended Version). Datenbank-Spektrum 23 (3) (2023)
Benjamin Hilprecht, Kristian Kersting, Carsten Binnig
SPARE: A Single-Pass Neural Model for Relational Databases. CoRR (2023)
Pratyush Agnihotri, Boris Koldehofe, Carsten Binnig, Manisha Luthra
Zero-Shot Cost Models for Parallel Stream Processing. aiDM@SIGMOD (2023)
Nils Boeschen, Carsten Binnig
GaccO - A GPU-accelerated OLTP DBMS. SIGMOD Conference (2022)
Benjamin Hilprecht, Christian Hammacher, Eduardo Reis, Mohamed Abdelaal, Carsten Binnig
DiffML: End-to-end Differentiable ML Pipelines. CoRR (2022)
Tiemo Bang, Norman May, Ilia Petrov, Carsten Binnig
The full story of 1000 cores. VLDB J. 31 (6) (2022)
Nadja Geisler, Carsten Binnig
Introducing quest: a query-driven framework to explain classification models on tabular data. HILDA@SIGMOD (2022)
Muhammad El-Hindi, Zheguang Zhao, Carsten Binnig
Towards Decentralized Parameter Servers for Secure Federated Learning. DATA (2022)
Marius Gassen, Benjamin Hättasch, Benjamin Hilprecht, Nadja Geisler, Alexander Fraser, Carsten Binnig
Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases. CoRR (2022)
Roman Heinrich, Manisha Luthra, Harald Kornmayer, Carsten Binnig
Zero-Shot Cost Models for Distributed Stream Processing. CoRR (2022)
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) (2022)
Benjamin Hättasch, Jan-Micha Bodensohn, Carsten Binnig
ASET: Ad-hoc Structured Exploration of Text Collections [Extended Abstract]. CoRR (2022)
Lasse Thostrup, Jan Skrzypczak, Matthias Jasny, Tobias Ziegler, Carsten Binnig
DFI: The Data Flow Interface for High-Speed Networks. SIGMOD Rec. 51 (1) (2022)
Nadja Geisler, Benjamin Hättasch, Carsten Binnig
Demonstrating Quest: A Query-Driven Framework to Explain Classification Models on Tabular Data. Proc. VLDB Endow. 15 (12) (2022)
Benjamin Hättasch, Carsten Binnig
Know Better - A Clickbait Resolving Challenge. LREC (2022)
Matthias Urban, Carsten Binnig
Hybrid Database Operations: Learned Operations for Seamless Querying of Textual and Tabular Data. LWDA (2022)
Benjamin Hilprecht, Carsten Binnig
Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction. Proc. VLDB Endow. 15 (11) (2022)
Pratyush Agnihotri, Boris Koldehofe, Carsten Binnig, Manisha Luthra
PANDA: performance prediction for parallel and dynamic stream processing. DEBS (2022)
Roman Heinrich, Manisha Luthra, Harald Kornmayer, Carsten Binnig
Zero-shot cost models for distributed stream processing. DEBS (2022)
Muhammad El-Hindi, Tobias Ziegler, Matthias Heinrich, Adrian Lutsch, Zheguang Zhao, Carsten Binnig
Benchmarking the Second Generation of Intel SGX Hardware. DaMoN (2022)
Lasse Thostrup, Daniel Failing, Tobius Ziegler, Carsten Binnig
A DBMS-centric Evaluation of BlueField DPUs on Fast Networks. ADMS@VLDB (2022)
Matthias Jasny, Lasse Thostrup, Tobias Ziegler, Carsten Binnig
P4DB - The Case for In-Network OLTP (Extended Technical Report). CoRR (2022)
Benjamin Hättasch, Michael Truong-Ngoc, Andreas Schmidt, Carsten Binnig
It's AI Match: A Two-Step Approach for Schema Matching Using Embeddings. CoRR (2022)
Carsten Binnig, Alexander Böhm, Tilmann Rabl, Pinar Tözün
Reviving the Workshop Series on Testing Database Systems - DBTest. Datenbank-Spektrum 22 (3) (2022)
Benjamin Hättasch, Jan-Micha Bodensohn, Carsten Binnig
Demonstrating ASET: Ad-hoc Structured Exploration of Text Collections. SIGMOD Conference (2022)
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) (2022)
Benjamin Hilprecht, Carsten Binnig
One Model to Rule them All: Towards Zero-Shot Learning for Databases. CIDR (2022)
Benjamin Hilprecht, Carsten Binnig
Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction. CoRR (2022)
Muhammad El-Hindi, Ashwin Arora, Simon Karrer, Carsten Binnig
Towards a Benchmark for Shared Databases [Vision Paper]. Datenbank-Spektrum 22 (3) (2022)
Tobias Ziegler, Carsten Binnig, Viktor Leis
ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA. SIGMOD Conference (2022)
Alexander Böhm, Carsten Binnig, Tilmann Rabl, Theo Härder
Editorial. Datenbank-Spektrum 22 (3) (2022)
Matthias Jasny, Lasse Thostrup, Tobias Ziegler, Carsten Binnig
P4DB - The Case for In-Network OLTP. SIGMOD Conference (2022)
Tobias Ziegler, Dwarakanandan Bindiganavile Mohan, Viktor Leis, Carsten Binnig
EFA: A Viable Alternative to RDMA over InfiniBand for DBMSs? DaMoN (2022)
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)
Erfan Zamanian, Julian Shun, Carsten Binnig, Tim Kraska
Chiller: Contention-centric Transaction Execution and Data Partitioning for Modern Networks. SIGMOD Rec. 50 (1) (2021)
Benjamin Hilprecht, Carsten Binnig
ReStore - Neural Data Completion for Relational Databases. CoRR (2021)
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)
Tiemo Bang, Norman May, Ilia Petrov, Carsten Binnig
AnyDB: An Architecture-less DBMS for Any Workload. CIDR (2021)
Benjamin Hilprecht, Carsten Binnig
One Model to Rule them All: Towards Zero-Shot Learning for Databases. CoRR (2021)
Benjamin Hilprecht, Carsten Binnig
ReStore - Neural Data Completion for Relational Databases. SIGMOD Conference (2021)
Sven Langenecker, Christoph Sturm, Christian Schalles, Carsten Binnig
Towards Learned Metadata Extraction for Data Lakes. BTW (2021)
Lasse Thostrup, Jan Skrzypczak, Matthias Jasny, Tobias Ziegler, Carsten Binnig
DFI: The Data Flow Interface for High-Speed Networks. SIGMOD Conference (2021)
Nils Boeschen, Carsten Binnig
GalOP: Towards a GPU-accelerated OLTP DBMS. DaMoN (2021)
Muhammad El-Hindi, Zheguang Zhao, Carsten Binnig
ACID-V: Towards a New Class of DBMSs for Data Sharing. Poly/DMAH@VLDB (2021)
Benjamin Hättasch, Nadja Geisler, Carsten Binnig
Netted?! How to Improve the Usefulness of Spider & Co. DESIRES (2021)
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) (2020)
Nathaniel Weir, Prasetya 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)
Tiemo Bang, Ismail Oukid, Norman May, Ilia Petrov, Carsten Binnig
Robust Performance of Main Memory Data Structures by Configuration. SIGMOD Conference (2020)
Tobias Ziegler, Viktor Leis, Carsten Binnig
RDMA Communciation Patterns. Datenbank-Spektrum 20 (3) (2020)
Tiemo Bang, Norman May, Ilia Petrov, Carsten Binnig
AnyDB: An Architecture-less DBMS for Any Workload. CoRR (2020)
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)
Robin Rehrmann, Martin Keppner, Wolfgang Lehner, Carsten Binnig, Arne Schwarz
Workload merging potential in SAP Hybris. DBTest@SIGMOD (2020)
Benjamin Hilprecht, Carsten Binnig, Uwe Röhm
Learning a Partitioning Advisor for Cloud Databases. SIGMOD Conference (2020)
Benjamin Hättasch, Nadja Geisler, Christian M. Meyer, Carsten Binnig
Summarization Beyond News: The Automatically Acquired Fandom Corpora. LREC (2020)
Robin Rehrmann, Carsten Binnig, Alexander Böhm, Kihong Kim, Wolfgang Lehner
Sharing Opportunities for OLTP Workloads in Different Isolation Levels. Proc. VLDB Endow. 13 (10) (2020)
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)
Matthias Jasny, Tobias Ziegler, Tim Kraska, Uwe Röhm, Carsten Binnig
DB4ML - An In-Memory Database Kernel with Machine Learning Support. SIGMOD Conference (2020)
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)
Erfan Zamanian, Julian Shun, Carsten Binnig, Tim Kraska
Chiller: Contention-centric Transaction Execution and Data Partitioning for Modern Networks. SIGMOD Conference (2020)
Benjamin Hilprecht, Andreas Schmidt, Moritz Kulessa, Alejandro Molina, Kristian Kersting, Carsten Binnig
DeepDB: Learn from Data, not from Queries! Proc. VLDB Endow. 13 (7) (2020)
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)
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 (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carsten Binnig