Carsten Binnig

1. High-Performance DBMSs with io_uring: When and How to use it
   2025/12/04 by Matthias Jasny, Jasny, Matthias, Muhammad El-Hindi +7 · 19 voices
   Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Software System Performance and Reliability #cs.DB
2. DeepDB: Learn from Data, not from Queries!
   2019/09/02 by Benjamin Hilprecht, Andreas Schmidt, Hilprecht, Benjamin +9 · 6 citations
   Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences
3. CAESURA: Language Models as Multi-Modal Query Planners
   2023/08/07 by Matthias Urban, Urban, Matthias, Carsten Binnig +1 · 11 citations
   Computer Science · #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
4. Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction
   2022/01/03 by Benjamin Hilprecht, Hilprecht, Benjamin, Carsten Binnig +1 · 7 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Databases (cs.DB) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification
5. AnyDB: An Architecture-less DBMS for Any Workload
   2020/09/04 by Tiemo Bang, Bang, Tiemo, Norman May +5 · 1 voice
   #cs.DB #cs.LG
6. An End-to-end Neural Natural Language Interface for Databases
   2018/04/02 by Prasetya Ajie Utama, Nathaniel Weir, Utama, Prasetya +15 · 2 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Web Data Mining and Analysis
7. Bespoke OLAP: Synthesizing Workload-Specific One-size-fits-one Database Engines
   2026/03/02 by Johannes Wehrstein, Timo Eckmann, Matthias Jasny +1 · 2 voices · 2 citations
   #cs.DB
8. Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables
   2023/04/26 by Matthias Urban, Carsten Binnig, Urban, Matthias +1 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
9. How Good are Learned Cost Models, Really? Insights from Query Optimization Tasks
   2025/02/03 by Roman Heinrich, Heinrich, Roman, Manisha Luthra +7 · 1 voice · 4 citations
   Computer Science · #Databases (cs.DB) #FOS: Computer and information sciences #cs.DB
10. Do GPUs Really Need New Tabular File Formats?
    2026/02/19 by Jigao Luo, Qi Chen, Carsten Binnig · 1 voice
    #cs.DB #cs.DC
11. CardBench: A Benchmark for Learned Cardinality Estimation in Relational Databases
    2024/08/28 by Yannis Chronis, Chronis, Yannis, Yawen Wang +11 · 3 citations
    Computer Science · #Advanced Database Systems and Queries #Bayesian Modeling and Causal Inference #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. One Model to Rule them All: Towards Zero-Shot Learning for Databases
    2021/05/03 by Benjamin Hilprecht, Hilprecht, Benjamin, Carsten Binnig +1 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Databases (cs.DB) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms
13. Efficient Learned Query Execution over Text and Tables [Technical Report]
    2024/10/29 by Matthias Urban, Carsten Binnig, Urban, Matthias +1 · 2 citations
    Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences
14. TEmBed-T: A Multi-Dimensional Benchmark for Table-Level Embeddings
    2026/07/27 by Ayeen Poostforoushan, Liane Vogel, Carsten Binnig
    #cs.DB #cs.LG