5 papers · 1 filter
Multi-agent LLMs on the Cloud-Edge-IoT Continuum: A Systematic Mapping Study on Architectures, Deployment, and Evaluation
Mahyar Tourchi Moghaddam, Tiziano Santilli, Leo Wilhelm Lierse +2
LLM applications are increasingly built as systems of cooperating components rather than as single prompt-response pipelines. IoT applications add constraints of their own, because…
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…
SAKE: Software Architectural Knowledge Evaluation Benchmark for Large Language Models
Tiziano Santilli, Francesco Daghero, Mayhar Tourchi Moghaddam
Large Language Models (LLMs) are increasingly used as assistants across the software development lifecycle, yet their ability to reason about software architecture remains largely…
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…
CIAO - Code In Architecture Out - Automated Software Architecture Documentation with Large Language Models
Marco De Luca, Tiziano Santilli, Domenico Amalfitano +2
Software architecture documentation is essential for system comprehension, yet it is often unavailable or incomplete. While recent LLM-based techniques can generate documentation f…