2 research outputs found
An Improved Traffic Matrix Decomposition Method with Frequency-Domain Regularization
We propose a novel network traffic matrix decomposition method named Stable
Principal Component Pursuit with Frequency-Domain Regularization (SPCP-FDR),
which improves the Stable Principal Component Pursuit (SPCP) method by using a
frequency-domain noise regularization function. An experiment demonstrates the
feasibility of this new decomposition method.Comment: Accepted to IEICE Transactions on Information and System