LLM-enabled Full-stack Configuration Automation of SDM Transport Network

Konferenz: ECOC 2024 - 50th European Conference on Optical Communication
22.09.2024-26.09.2024 in Frankfurt, Germany

Tagungsband: ITG-Fb. 317: ECOC 2024

Seiten: 4Sprache: EnglischTyp: PDF

Autoren:
Wang, Cen; Wakayama, Yuta; Yoshikane, Noboru; Tsuritani, Takehiro

Inhalt:
Through leveraging language understanding power of GPT4.0 and GPT3.5-turbo, we design, evaluate and experimentally validate a full-stack configuration automation framework on a deployed SDM network including configuration generation and configuration error analysis tasks with 100 and 91.05 scores, respectively.