Xia-Lin Du

TraDiff: Network Traffic Matrix Prediction via Advanced Feature Fusion and Conditional Diffusion

With the evolution of modern intelligent networks, accurate traffic matrix (TM) prediction has become critical for proactive network management, but remains challenging due to high-dimensional and non-stationary spatio-temporal dependencies. We propose TraDiff, an image-based conditional diffusion framework for TM pred...