3 papers
cs.AI2025
IaC Generation with LLMs: An Error Taxonomy and A Study on Configuration Knowledge Injection
Roman Nekrasov, Stefano Fossati, Indika Kumara +2
Large Language Models (LLMs) currently exhibit low success rates in generating correct and intent-aligned Infrastructure as Code (IaC). This research investigated methods to improv…
cs.SE2025
Reusability in MLOps: Leveraging Ports and Adapters to Build a Microservices Architecture for the Maritime Domain
Renato Cordeiro Ferreira, Aditya Dhinavahi, Rowanne Trapmann +1
ML-Enabled Systems (MLES) are inherently complex since they require multiple components to achieve their business goal. This experience report showcases the software architecture r…
cs.SE2025
Sustainability of Machine Learning-Enabled Systems: The Machine Learning Practitioner's Perspective
Vincenzo De Martino, Stefano Lambiase, Fabiano Pecorelli +3
Software sustainability is a key multifaceted non-functional requirement that encompasses environmental, social, and economic concerns, yet its integration into the development of…