Prof. Dr. Stefan Naumann
Umweltplanung/Umwelttechnik, Hochschule Trier
- 06782/17-1217
0009-0000-6542-2229
Scheffler, Jonas; Naumann, Stefan; Mohr, Florian et al.
Characterizing Prefill and Decode Regimes for Edge LLM Inference2026 49th MIPRO ICT and Electronics Convention (MIPRO). IEEE 2026 S. 123 - 128
Weber, Sebastian; Guldner, Achim; Begic Fazlic, Lejla et al.
Evaluating the Energy-Performance Trade-Offs of Quantized Large Language Model Agents: A Case Study Using Pokémon BattlesWohlgemuth, Volker; Naumann, Stefan; Behrens, Grit; Zagorski, Anna; Höb, Maximilian (Hrsg). Advances and New Trends in Environmental Informatics. 1. Aufl. Cham: Springer Nature Switzerland 2026 S. 145 - 165 (Progress in IS)
Bast, Sebastian; Scherer, Kai; Wahl, Michael et al.
Reference-based monitoring for defect detection in fused filament fabrication using image feature classificationThe International Journal of Advanced Manufacturing Technology. Springer Nature 2026
Schacht, Marvin; Murach, Julien; Guldner, Achim et al.
Architecture of an AI on Device Board for Local, Automated Training and Inference2025 MIPRO 48th ICT and Electronics Convention. IEEE 2025 S. 6 - 11
Begic Fazlic, Lejla; Cetkin, Berkay; Guldner, Achim et al.
Enhancing Energy Efficiency in AI: A Multi-faceted Analysis Across Time Series, Semantic AI and Deep Learning DomainsWohlgemuth, V., Kandil, H., Ramzy, A. (Hrsg). Advances and New Trends in Environmental Informatics. Springer Nature Switzerland 2025 S. 237 - 256 (Progress in IS)
Bast, Sebastian; Scherer, Kai; Wahl, Michael et al.
Quality Control in Additive Manufacturing: Image Dataset for Defect Detection in Fused Filament Fabricationonline: Zenodo 2025
Gröger, Jens; Behrens, Felix; Naumann, Stefan et al.
Umweltzeichen Blauer Engel für Ressourcen- und energieeffiziente SoftwareprodukteBd. 157. Dessau-Roßlau: Umweltbundesamt 2025 72 S. (Texte | 157/2025)
Guldner, Achim; Bender, Rabea; Calero, Coral et al.
Development and evaluation of a reference measurement model for assessing the resource and energy efficiency of software products and components: Green Software Measurement Model (GSMM)Future Generation Computer Systems. Bd. 155. Elsevier B.V. 2024 S. 402 - 418
Mohr, Michael; Hartard, Susanne; Naumann, Stefan
Die Ermittlung von Treibhausgas-Emissionen in der Cloud und Integration des Vorgehensmodells ins IT-Management.INFORMATIK. 2024 S. 1219 - 1230
Schultheis, Alexander; Alt, Benjamin; Bast, Sebastian et al.
EASY: Energy-Efficient Analysis and Control Processes in the Dynamic Edge-Cloud Continuum for Industrial ManufacturingKI - Künstliche Intelligenz. Bd. 0. Springer 2024 s13218-024-00868-3