4 papers
AI Techniques in the Microservices Life-Cycle: A Systematic Mapping Study
Sergio Moreschini, Shahrzad Pour, Ivan Lanese +7
The use of AI in microservices (MSs) is an emerging field as indicated by a substantial number of surveys. However these surveys focus on a specific problem using specific AI techn…
Generative AI for Software Architecture. Applications, Challenges, and Future Directions
Matteo Esposito, Xiaozhou Li, Sergio Moreschini +5
Context: Generative Artificial Intelligence (GenAI) is transforming much of software development, yet its application in software architecture is still in its infancy, and no prior…
Towards a Small Language Model Lifecycle Framework
Parsa Miraghaei, Sergio Moreschini, Antti Kolehmainen +1
Background: The growing demand for efficient and deployable language models has led to increased interest in Small Language Models (SLMs). However, existing research remains fragme…
Self-Organizing Edge Computing Distribution Framework for Visual SLAM
Jussi Kalliola, Lauri Suomela, Sergio Moreschini +1
Localization within a known environment is a crucial capability for mobile robots. Simultaneous Localization and Mapping (SLAM) is a prominent solution to this problem. SLAM is a f…