A General Model for Performance Parameters Prediction of Optical Transport Network Equipment
We propose a general performance parameters prediction scheme based on Time-Series LLM for optical transport network equipment, verifying that the model achieves better predictive effects on data sets of different equipment in optical transport network.
Authors
- Zhuo Liu (ORCID: https://orcid.org/0000-0001-9356-8989)
- Qian Guo (ORCID: https://orcid.org/0000-0002-7645-4186)
- Danshi Wang (ORCID: https://orcid.org/0000-0001-9815-4013)
- Min Zhang (ORCID: https://orcid.org/0000-0002-6059-3798)
- Xiao Xue (ORCID: https://orcid.org/0000-0003-1204-9883)
- Tongtong Wan
- Chunyu Zhang (ORCID: https://orcid.org/0009-0003-3254-9831)
Institutions
- Beijing University of Posts and Telecommunications (CN)
- China Mobile (China) (CN)
- State Key Laboratory of Information Photonics and Optical Communications
Publication Details
- Published
- 2025-06-29
- DOI
- https://doi.org/10.23919/oecc/psc62146.2025.11109257
- Primary Topic
- Advanced Optical Network Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00