7 papers
"Where is My Troubleshooting Procedure?": Studying the Potential of RAG in Assisting Failure Resolution of Large Cyber-Physical System
Maria Teresa Rossi, Leonardo Mariani, Oliviero Riganelli +3
In today's complex industrial environments, operators must often navigate through extensive technical manuals to identify troubleshooting procedures that may help react to some obs…
Coverage-Guided Road Selection and Prioritization for Efficient Testing in Autonomous Driving Systems
Qurban Ali, Andrea Stocco, Leonardo Mariani +1
Autonomous Driving Assistance Systems (ADAS) rely on extensive testing to ensure safety and reliability, yet road scenario datasets often contain redundant cases that slow down the…
From PREVENTion to REACTion: Enhancing Failure Resolution in Naval Systems
Maria Teresa Rossi, Leonardo Mariani, Oliviero Riganelli
Complex and large industrial systems often misbehave, for instance, due to wear, misuse, or faults. To cope with these incidents, it is important to timely detect their occurrences…
MultiMind: A Plug-in for the Implementation of Development Tasks Aided by AI Assistants
Benedetta Donato, Leonardo Mariani, Daniela Micucci +2
The integration of AI assistants into software development workflows is rapidly evolving, shifting from automation-assisted tasks to collaborative interactions between developers a…
OpenCat: Improving Interoperability of ADS Testing
Qurban Ali, Andrea Stocco, Leonardo Mariani +1
Testing Advanced Driving Assistance Systems (ADAS), such as lane-keeping functions, requires creating road topologies or using predefined benchmarks. However, the test cases in exi…
Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT
Benedetta Donato, Leonardo Mariani, Daniela Micucci +1
Leveraging LLMs for code generation is becoming increasingly common, as tools like ChatGPT can suggest method implementations with minimal input, such as a method signature and bri…