Network traffic prediction based on PSO-LightGBM-TM

• Main Authors: Li, Feng, Nie, Wei, Lam, Kwok-Yan, Wang, Li
• 其他作者: College of Computing and Data Science
• 格式: Article
• 語言: English
• 出版: 2024
• 主題: Computer and Information Science; Network traffic prediction; Machine learning
• 在線閱讀: https://hdl.handle.net/10356/180314

Network traffic prediction is critical in wireless network management by allowing a good estimate of the traffic trend, which is also an important approach for detecting traffic anomalies in order to enhance network security. Deep-learning-based method has been widely adopted to predict network traf...