FDALLM plus : A Functional Data Analysis-Driven Large-Language Model Framework for Network Traffic Prediction Article

Sun, Yujie, Wang, Xuyu, Cao, Guanqun et al. (2025). FDALLM plus : A Functional Data Analysis-Driven Large-Language Model Framework for Network Traffic Prediction . IEEE INTERNET OF THINGS JOURNAL, 12(22), 48262-48276. 10.1109/JIOT.2025.3604332

cited authors

  • Sun, Yujie; Wang, Xuyu; Cao, Guanqun; Mao, Shiwen

authors

publication date

  • November 15, 2025

published in

keywords

  • Accuracy
  • Computer Science
  • Computer Science, Information Systems
  • Demonstration prompts
  • Engineering
  • Engineering, Electrical & Electronic
  • Feature extraction
  • Forecasting
  • Internet of Things
  • Machine learning
  • Market research
  • Numerical models
  • Predictive models
  • Science & Technology
  • Technology
  • Telecommunications
  • Time series analysis
  • Traffic control
  • functional data analysis (FDA)
  • generative AI
  • large-language models (LLMs)
  • traffic prediction

Digital Object Identifier (DOI)

publisher

  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

start page

  • 48262

end page

  • 48276

volume

  • 12

issue

  • 22