Dr.-Ing. Pratyush Agnihotri

Contact

Address (Darmstadt) S4|23Landwehrstraße 50a64293 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.
EcoLLM: Energy-Aware Benchmarking of LLMs for Data Processing Workloads
Pratyush Agnihotri; Manisha Luthra; Carsten Binnig
In: Proceedings of the Ninth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, aiDM 2026, Bengaluru, India, 31 May 2026 - 5 June 2026. International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM), Pages 3-12, ACM, 2026.
Learning What Matters: Automated Feature Selection for Learned Performance Models in Parallel Stream Processing
Pratyush Agnihotri; Carsten Binnig; Manisha Luthra
In: VLDB 2025 Workshop (Hrsg.). Proceedings of the VLDB Endowment. International Conference on Very Large Data Bases (VLDB-2025), 6th Applied AI for Database Systems and Applications, located at AIDB-2025, September 1-5, London, United Kingdom, VLDB Endowment, 9/2025.

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…