PPaperPicks

Carsten Binnig

TU Darmstadt, Germany

38 papers at tracked venues · 33 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2744-7836 ↗Google Scholar ↗Homepage ↗

Venues

SIGMOD ×13VLDB ×13EDBT ×4ICDE ×4AAAI ×1DSN ×1NeurIPS ×1WWW ×1

Frequent coauthors

Manisha Luthra
×7
Roman Heinrich
×7
Johannes Wehrstein
×5
Muhammad El-Hindi
×4
Sudeepa Roy
×4
Divy Agrawal
×4
Jan-Micha Bodensohn
×4
Zsolt István
×4
Benjamin Hättasch
×3
Tobias Ziegler
×3
Angela Bonifati
×3
Pratyush Agnihotri
×3

Papers

  1. Demonstrating PIPE-X: Supporting Iterative Pipeline Development Through Explanations
    EDBT 2026 ·
    Nadja Geisler
    ,
    Benjamin Hättasch
    , Carsten Binnig
  2. High-Performance DBMSs with io_uring: When and How to Use It
    VLDB 2026 ·
    Matthias Jasny
    ,
    Muhammad El-Hindi
    ,
    Tobias Ziegler
    ,
    Viktor Leis
    , Carsten Binnig
  3. IMPACT: Integrated Multimodal Pipeline for Rapid Accident Causality Tracking (Student Abstract)
    AAAI 2026 ·
    Vashu Chauhan
    ,
    Avinash Anand
    ,
    Manisha Luthra
    ,
    Uélison Jean Lopes dos Santos
    , Carsten Binnig,
    Rajiv Ratn Shah
  4. PACMMOD V4, N1 (SIGMOD), February 2026 Editorial
    SIGMOD 2026 · Carsten Binnig,
    Sudeepa Roy
    ,
    Divyakant Agrawal
    ,
    Angela Bonifati
  5. PACMMOD V4, N3 (SIGMOD), June 2026 Editorial
    SIGMOD 2026 · Carsten Binnig,
    Sudeepa Roy
    ,
    Divy Agrawal
    ,
    Angela Bonifati
  6. PystachIO: Efficient Distributed GPU Query Processing with PyTorch over Fast Networks \u0026 Fast Storage
    VLDB 2026 ·
    Jigao Luo
    ,
    Nils Boeschen
    ,
    Muhammad El-Hindi
    , Carsten Binnig
  7. Redbench: Workload Synthesis From Cloud Traces
    VLDB 2026 ·
    Johannes Wehrstein
    ,
    Roman Heinrich
    ,
    Mihail Stoian
    ,
    Skander Krid
    ,
    Martin Stemmer
    ,
    Andreas Kipf
    , Carsten Binnig,
    Muhammad El-Hindi
  8. Towards Executing Sloppy SQL Queries Over Tabular Data Lakes
    ICDE 2026 ·
    Jan-Micha Bodensohn
    ,
    Jakob Steinke
    , Carsten Binnig
  9. Towards Multimodal Stream Processing Systems
    EDBT 2026 ·
    Uélison Jean Lopes dos Santos
    ,
    Alessandro Ferri
    ,
    Szilard Nistor
    ,
    Riccardo Tommasini
    , Carsten Binnig,
    Manisha Luthra
  10. 21st International Workshop on Data Management on New Hardware (DaMoN)
    SIGMOD 2025 · Carsten Binnig,
    Eric Sedlar
  11. Benchmarking Analytical Query Processing in Intel SGXv2
    EDBT 2025 ·
    Adrian Lutsch
    ,
    Muhammad El-Hindi
    ,
    Matthias Heinrich
    ,
    Daniel Ritter
    ,
    Zsolt István
    , Carsten Binnig
  12. Demonstrating PDSP-Bench: A Benchmarking System for Parallel and Distributed Stream Processing
    SIGMOD 2025 ·
    Pratyush Agnihotri
    , Carsten Binnig
  13. Demonstration of Reflex: How SMPC Query Execution can be sped up through Efficient and Flexible Intermediate Result Size Trimming
    VLDB 2025 ·
    Long Gu
    ,
    Shaza Zeitouni
    , Carsten Binnig,
    Zsolt István
  14. GRACEFUL: A Learned Cost Estimator for UDFs
    ICDE 2025 ·
    Johannes Wehrstein
    ,
    Tiemo Bang
    ,
    Roman Heinrich
    , Carsten Binnig
  15. How Good are Learned Cost Models, Really? Insights from Query Optimization Tasks
    SIGMOD 2025 ·
    Roman Heinrich
    ,
    Manisha Luthra
    ,
    Johannes Wehrstein
    ,
    Harald Kornmayer
    , Carsten Binnig
  16. JOB-Complex: A Challenging Benchmark for Traditional & Learned Query Optimization
    VLDB 2025 ·
    Johannes Wehrstein
    ,
    Timo Eckmann
    ,
    Roman Heinrich
    , Carsten Binnig
  17. JUSTINE (JUST-INsert Engine): Demonstrating Self-organizing Data Schemas
    VLDB 2025 ·
    Benjamin Hättasch
    ,
    Leon Krüger
    , Carsten Binnig
  18. Learning What Matters: Automated Feature Selection for Learned Cost Model in Parallel Stream Processing
    VLDB 2025 ·
    Pratyush Agnihotri
    , Carsten Binnig,
    Manisha Luthra
  19. Opening The Black-Box: Explaining Learned Cost Models For Databases
    VLDB 2025 ·
    Roman Heinrich
    ,
    Oleksandr Havrylov
    ,
    Manisha Luthra
    ,
    Johannes Wehrstein
    , Carsten Binnig
  20. PACMMOD V3, N4 (SIGMOD), September 2025: Editorial
    SIGMOD 2025 · Carsten Binnig,
    Sudeepa Roy
    ,
    Divyakant Agrawal
  21. PACMMOD V3, N6 (SIGMOD), December 2025: Editorial
    SIGMOD 2025 · Carsten Binnig,
    Sudeepa Roy
    ,
    Divy Agrawal
    ,
    Angela Bonifati
  22. Panel on AI for Future Databases: A New Beginning or a Boulevard of Broken Dreams?
    SIGMOD 2025 · Carsten Binnig,
    Danica Porobic
  23. Panel on Neural Relational Data: Tabular Foundation Models, LLMs... or both?
    VLDB 2025 ·
    Paolo Papotti
    , Carsten Binnig
  24. Unveiling Challenges for LLMs in Enterprise Data Engineering
    VLDB 2025 ·
    Jan-Micha Bodensohn
    ,
    Ulf Brackmann
    ,
    Liane Vogel
    ,
    Anupam Sanghi
    , Carsten Binnig
  25. Box2Go: Collaborative Interactive Infobox Filling
    WWW 2024 ·
    Benjamin Hättasch
    , Carsten Binnig
  26. Costream: Learned Cost Models for Operator Placement in Edge-Cloud Environments
    ICDE 2024 ·
    Roman Heinrich
    , Carsten Binnig,
    Harald Kornmayer
    ,
    Manisha Luthra
  27. Demonstrating CAESURA: Language Models as Multi-Modal Query Planners
    SIGMOD 2024 ·
    Matthias Urban
    , Carsten Binnig
  28. ELEET: Efficient Learned Query Execution over Text and Tables
    VLDB 2024 ·
    Matthias Urban
    , Carsten Binnig
  29. GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP
    SIGMOD 2024 ·
    Nils Boeschen
    ,
    Tobias Ziegler
    , Carsten Binnig
  30. Generalizable Data Cleaning of Tabular Data in Latent Space
    VLDB 2024 ·
    Eduardo Souza dos Reis
    ,
    Mohamed Abdelaal
    , Carsten Binnig
  31. International Workshop on Data Management on New Hardware (DaMoN)
    SIGMOD 2024 · Carsten Binnig,
    Nesime Tatbul
  32. LLMs for Data Engineering on Enterprise Data
    VLDB 2024 ·
    Jan-Micha Bodensohn
    ,
    Ulf Brackmann
    ,
    Liane Vogel
    ,
    Matthias Urban
    ,
    Anupam Sanghi
    , Carsten Binnig
  33. Pythagoras: Semantic Type Detection of Numerical Data in Enterprise Data Lakes
    EDBT 2024 ·
    Sven Langenecker
    ,
    Christoph Sturm
    ,
    Christian Schalles
    , Carsten Binnig
  34. SmartNICs in the Cloud: The Why, What and How of In-network Processing for Data-Intensive Applications
    SIGMOD 2024 ·
    Faeze Faghih
    ,
    Tobias Ziegler
    ,
    Zsolt István
    , Carsten Binnig
  35. TrustDDL: A Privacy-Preserving Byzantine-Robust Distributed Deep Learning Framework
    DSN 2024 ·
    René Klaus Nikiel
    ,
    Meghdad Mirabi
    , Carsten Binnig
  36. WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata
    NeurIPS 2024 ·
    Liane Vogel
    ,
    Jan-Micha Bodensohn
    , Carsten Binnig
  37. ZERoTuNE: Learned Zero-Shot Cost Models for Parallelism Tuning in Stream Processing
    ICDE 2024 ·
    Pratyush Agnihotri
    ,
    Boris Koldehofe
    ,
    Paul Stiegele
    ,
    Roman Heinrich
    , Carsten Binnig,
    Manisha Luthra
  38. Zero-sided RDMA: Network-driven Data Shuffling for Disaggregated Heterogeneous Cloud DBMSs
    SIGMOD 2024 ·
    Matthias Jasny
    ,
    Lasse Thostrup
    ,
    Sajjad Tamimi
    ,
    Andreas Koch
    ,
    Zsolt István
    , Carsten Binnig