Baselining network-wide traffic by time-frequency constrained Stable Principal Component Pursuit. Kai Hu, Zhe Wang, and Baolin Yin Abstract: The Internet traffic analysis is important to network management, and extracting the baseline traffic patterns is especially helpful for some significan ...
An Improved Traffic Matrix Decomposition Method with Frequency-Domain Regularization Zhe WANG, Kai HU, and Baolin YIN SUMMARY : We propose a novel network traffic matrix decomposition method named Stable Principal Component Pursuit with Frequency-Domain Regularization (SPCP-FDR ...