Diffusion-TM combines a pretrained diffusion model with measurement-gradient guidance and a two-stage missing-data training scheme to estimate, complete, and synthesize network traffic matrices.
Intelligent traffic matrix estimation using levenberg- marquardt artificial neural network of large scale ip network,
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Diffusion Models Meet Network Management: Improving Traffic Matrix Analysis with Diffusion-based Approach
Diffusion-TM combines a pretrained diffusion model with measurement-gradient guidance and a two-stage missing-data training scheme to estimate, complete, and synthesize network traffic matrices.