13 papers
Persona-as-Configuration: Generative Stakeholder Reporting for Agricultural Floods
Oliver Aleksander Larsen, Tiziano Santilli, Francesco Daghero +1
Cyber-physical systems built on deterministic edge inference, such as on-vehicle flood detection for agricultural fields, produce structured decision logs that must be interpreted…
Mining Architectural Quality Under Agentic AI Adoption: A Causal Study of Java Repositories
Oliver Aleksander Larsen, Mahyar T. Moghaddam
AI coding tools are now used by a majority of developers, and agentic use of these tools has popularized the practice colloquially called "vibe coding". Yet causal evidence on thei…
Hierarchical adaptive control for real-time dynamic inference at the edge
Francesco Daghero, Mahyar Tourchi Moghaddam, Mikkel Baun Kjærgaard
Industrial systems increasingly depend on Machine Learning (ML), and operate on heterogeneous nodes that must satisfy tight latency, energy, and memory constraints. Dynamic ML mode…
Self-adaptive Multi-Access Edge Architectures: A Robotics Case
Mahyar T Moghaddam, Joakim Leed, Anders Frandsen
The growth of compute-intensive AI tasks highlights the need to mitigate the processing costs and improve performance and energy efficiency. This necessitates the integration of in…
Using Budgets to Reduce Application Emissions
Leo Wilhelm Lierse, Mahyar Tourchi Moghaddam, Sebastian Werner
As carbon pricing mechanisms like the EU Emissions Trading System are set to increase prices of energy consumption, software architects face growing pressure to design applications…
Designing Adaptive Digital Nudging Systems with LLM-Driven Reasoning
Tiziano Santilli, Mina Alipour, Mahyar Tourchi Moghaddam
Digital nudging systems lack architectural guidance for translating behavioral science into software design. While research identifies nudge strategies and quality attributes, exis…