Network traffic prediction based on PSO-LightGBM-TM

• Main Authors: Li, Feng, Nie, Wei, Lam, Kwok-Yan, Wang, Li
• Other Authors: College of Computing and Data Science
• Format: Article
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; Network traffic prediction; Machine learning
• Online Access: https://hdl.handle.net/10356/180314
• Institution: Nanyang Technological University

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...