2 papers
cs.NI2025
Network Self-Configuration based on Fine-Tuned Small Language Models
Oscar G. Lira, Oscar M. Caicedo, Nelson L. S. Da Fonseca
As modern networks grow in scale and complexity, manual configuration becomes increasingly inefficient and prone to human error. While intent-driven self-configuration using large…
cs.NI2024
Large Language Models for Zero Touch Network Configuration Management
Oscar G. Lira, Oscar M. Caicedo, Nelson L. S. da Fonseca
The Zero-touch Network & Service Management (ZSM) paradigm, a direct response to the increasing complexity of communication networks, is a problem-solving approach. In this paper,…