Before revision:  In this paper, we first argue that PCA performs poorly for analyzing traffic matrixes polluted by large volume anomalies,  then propose a new composition model of the network traffic matrix.
After revision:  In this paper, we first argue that PCA performs poorly for analyzing traffic matrixes polluted by large volume anomalies, then propose a new decomposition model for the network traffic matrix.