Prof. Dr. Carsten Binnig

Head of the Research Department Systems AI for Decision Support

Contact

Address (Darmstadt)

Publications

EcoLLM: Energy-Aware Benchmarking of LLMs for Data Processing Workloads
Pratyush Agnihotri; Manisha Luthra Agnihotri; Carsten Binnig (Hrsg.)
International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM-2026), Nineth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, located at aiDM, Bengaluru, India, ACM, Sigmod 2026, 6/2026.
A Vision for Autonomous Data Agent Collaboration: From Query-by-Integration to Query-by-Collaboration
Timo Eckmann; Carsten Binnig
In: 16th Conference on Innovative Data Systems Research, CIDR 2026, Chaminade, CA, USA, January 18-21, 2026. Conference on Innovative Data Systems Research (CIDR), Pages 1-7, www.cidrdb.org, 2026.
Demonstrating PIPE-X: Supporting Iterative Pipeline Development Through Explanations
Nadja Geisler; Benjamin Hättasch; Carsten Binnig
In: Wolfgang Lehner; Vanessa Braganholo; Kostas Stefanidis; Zheying Zhang; Alexander Krause; Jo~ao Felipe Nicolaci Pimentel (Hrsg.). Proceedings 29th International Conference on Extending Database Technology, EDBT 2026, Tampere, Finland, March 24-27, 2026. International Conference on Extending Database Technology (EDBT-2026), March 24-27, Tampere, Finland, Pages 720-723, OpenProceedings.org, 2026.

Head of Research Department Systems AI for Decision Support

etaGPT
etaGPT – Ein interaktiver KI-Assistent zur Analyse und Optimierung von Energiesystemen
Das Forschungsprojekt etaGPT zielt auf die Entwicklung eines intelligenten, interaktiven KI-Assistenten zur Analyse, Optimierung und Automatisierung industrieller Energiesysteme. Im Mittelpunkt steht…