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Jonathan Fürst

2 papers indexed

arxivcs.DBcs.AIcs.MA2026-07-03

STRATOS: Bridging the Symbolic-to-Numeric Gap in Spatio-Temporal Text-to-SQL for Meteorological Data

Yi Zhang, Farhad Nooralahzadeh, Jonathan Fürst, Fabio Scherrer, Antonis Bezes, Vassiliki Kotroni, et al.

Copernicus, the European Union's Earth observation program, produces petabytes of Earth observation and climate data, offering immense potential for research, policy, and applications. However, access to these datasets requires advanced programming skills and familiarity with dom…

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arxivcs.DCcs.LG2026-07-02

WattGPU: Predicting Inference Power and Latency on Unseen GPUs and LLMs

Mauricio Fadel Argerich, Jonathan Fürst, Marta Patiño-Martínez

Large Language Model (LLM) inference workloads are a rapidly growing contributor to data center energy consumption. Optimizing these deployments requires matching specific LLMs to the most efficient GPUs, but operators currently lack the tools to do so without exhaustively profil…

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