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 ...
Zhe Wang, Kai Hu, Ke Xu, Baolin Yin, Xiaowen Dong. Structural analysis of network traffic matrix via relaxed principal component pursuit. Elsevier Computer Networks, vol. 56, no. 7, pp. 2049–2067, 2012. The network traffic matrix is widely used in network operation and m ...
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