An Improved Traffic Matrix Decomposition Method with Frequency-Domain Regularization
Networking and Internet Architecture
2015-06-04 v2 Numerical Analysis
Abstract
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.
Keywords
Cite
@article{arxiv.1203.3623,
title = {An Improved Traffic Matrix Decomposition Method with Frequency-Domain Regularization},
author = {Zhe Wang and Kai Hu and Baolin Yin},
journal= {arXiv preprint arXiv:1203.3623},
year = {2015}
}
Comments
Accepted to IEICE Transactions on Information and Systems