AISyS 2024, The First International Conference on AI-based Systems and Services

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Type: conference

Notes: IARIA Conference.

Editors:
Erik Buchmann, Leipzig University, Germany
Dennis Hoppe, HLRS, University of Stuttgart, Germany

ISBN: 978-1-68558-192-3

Location: Venice, Italy

Dates: from September 29, 2024 to October 3, 2024

Articles: there are 10 articles

An Advanced Surrogate Model Approach for Enhancing Fluid Dynamics Simulations
Shubham Kavane, Kajol Kulkarni, and Harald Koestler
keywords: Surrogate Models; Computational Fluid Dynamics (CFD); U-Net; Fourier Neural Operators; Model Parallelism;

AI for Global Challenges: Case Studies in Urban Solar Exposure and Wildfire Management
Giorgos Filandrianos, Angeliki Dimitriou, Vasiliki Kostoula, Nikolaos Chalvantzis, David Caballero, Luis Torres, Michal Kulczewski, Javier Cladellas, Zoltán Horváth, Harald Köstler, Konstantinos Nikas, Dimitrios Tsoumakos, and Giorgos Stamou
keywords: AI, HPDA, Global Challenges, Urban Solar Exposure, Wildfire Management

Cybersecurity Concerns of Artificial Intelligence Applications on High-Performance Computing Systems
Rishabh Saxena, Aadesh Baskar, Sameer Haroon, Sameed Hayat, Oleksandr Shcherbakov, Kerem Kayabay, and Dennis Hoppe
keywords: High-Performance Computing (HPC), Artificial Intelligence (AI), AI Security Vulnerabilities, TOE Framework

AI Systems Adoption of Unified Research Data Management on Accelerator Computing
Peter Darveau
keywords: AI; data security; research data management; oneAPI, DPC++; accelerator; containers

ChatSEC: Spicing up Vulnerability Scans with AI for Heterogeneous University IT
Mario Hoffmann and Erik Buchmann
keywords: AI; Heterogeneous Infrastructure; IT Security

Monocular Depth Estimation Pre-training for Imitation-based Autonomous Driving
Shubham Juneja, Virginijus Marcinkevičius, and Povilas Daniušis
keywords: imitation learning; autonomous driving; monocular depth estimation; pre-training

Assessing Privacy Policies with AI: Ethical, Legal, and Technical Challenges
Irem Aydin, Hermann Diebel-Fischer, Vincent Freiberger, Julia Möller-Klapperich, Erik Buchmann, Michael Färber, Anne Lauber-Rönsberg, and Birte Platow
keywords: Large Language Models; Automated Assessment; Privacy Policies

Combining Templates and Language Models for the Automatic Creation of Scientific Overviews
Sarah Frank, Andreas Wagner, and Christian Gütl
keywords: automatic summarization; hybrid summarization; language models; natural language processing; templates

Towards AI-Generated African Textile Patterns with StyleGAN and Stable Diffusion
Christelle Scharff, Samyak Rakesh Meshram, Krishna Mohan Bathula, Fnu Kaleemunnisa, and Om Gaikhe
keywords: African wax patterns; Fréchet Inception Distance (FID); Stable Diffusion; StyleGAN

Fuzzy Agent-Based Simulation of Integrated Solutions for Task Allocation and Battery Charge Management for Fleets of Autonomous Industrial Vehicles
Juliette Grosset, Alain-Jérôme Fougères, Moïse Djoko-Kouam, and Jean-Marie Bonnin
keywords: autonomous industrial vehicle; dynamique task allocation; fuzzy agent; agent-based simulation; Airport 4.0