Scholar
Carsten Binnig
Google Scholar ID: Iqsl_XMAAAAJ
Full Professor, Computer Science, TU Darmstadt
Data Management
Machine Learning
Modern Hardware
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Citations & Impact
All-time
Citations
4,251
H-index
34
i10-index
84
Publications
20
Co-authors
19
list available
Contact
No contact links provided.
Publications
15 items
Bespoke OLAP: Synthesizing Workload-Specific One-size-fits-one Database Engines
2026
Cited
0
Do GPUs Really Need New Tabular File Formats?
2026
Cited
0
The Stretto Execution Engine for LLM-Augmented Data Systems
2026
Cited
0
High-Performance DBMSs with io_uring: When and How to use it
2025
Cited
0
PystachIO: Efficient Distributed GPU Query Processing with PyTorch over Fast Networks&Fast Storage
2025
Cited
0
Redbench: Workload Synthesis From Cloud Traces
2025
Cited
0
Towards a Multimodal Stream Processing System
2025
Cited
0
Is it Bigger than a Breadbox: Efficient Cardinality Estimation for Real World Workloads
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published 'Application of Deep Learning in Image Recognition' in the International Journal of Computer Vision, 2018
- Won Best Paper Award at the International Conference on Machine Learning, 2019
Research Experience
- Senior Researcher, ZZ Lab, focusing on the research and application of natural language processing technologies, since 2020
- Intern, AA Company, worked on optimizing recommendation algorithms project, summer 2019
Education
- Ph.D., XX University, Department of Computer Science, Advisor: Prof. Zhang, 2015-2020
- M.S., YY Institute, Software Engineering, 2012-2014
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Professional Field: Computer Science
- Introduction: Focused on developing more intelligent and adaptive learning systems.
Miscellany
- Enjoys reading science fiction novels and technical blogs in free time
- Has a strong interest in photography
Co-authors
19 total
Tim Kraska
MIT
Co-author 2
Co-author 3
Andrew Crotty
Northwestern University
Co-author 5
Co-author 6
Co-author 7
Eli Upfal
Computer Science Professor, Brown University
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