Open access
2026
Small Language Models Fine-Tuning to Enable Intent-Driven Management of Kubernetes Resources
Cloud-native infrastructure management increasingly demands intent-driven interfaces that translate natural language into executable commands, yet large language models (LLMs) introduce privacy risks, operational costs, and deployment constraints. This paper investigates whether small language models (SLMs) fine-tuned...
Dimitrios Brodimas, Georgios Polymanakos, M. Birbas et al.
· IEEE Access · 0 citations