2 papers
cs.NI2024
Diffusion Models Meet Network Management: Improving Traffic Matrix Analysis with Diffusion-based Approach
Xinyu Yuan, Yan Qiao, Zhenchun Wei +5
Due to network operation and maintenance relying heavily on network traffic monitoring, traffic matrix analysis has been one of the most crucial issues for network management relat…
cs.LG2024
Traffic Matrix Estimation based on Denoising Diffusion Probabilistic Model
Xinyu Yuan, Yan Qiao, Pei Zhao +2
The traffic matrix estimation (TME) problem has been widely researched for decades of years. Recent progresses in deep generative models offer new opportunities to tackle TME probl…