3 papers
cs.SE2025
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…
cs.RO2025
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…
cs.SE2024
Initial Insights on MLOps: Perception and Adoption by Practitioners
Sergio Moreschi, David Hästbacka, Andrea Janes +2
The accelerated adoption of AI-based software demands precise development guidelines to guarantee reliability, scalability, and ethical compliance. MLOps (Machine Learning and Oper…