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.
| Original language | English |
|---|---|
| Pages (from-to) | 731-734 |
| Number of pages | 4 |
| Journal | IEICE Transactions on Information and Systems |
| Volume | E96-D |
| Issue number | 3 |
| DOIs | |
| State | Published - Mar 2013 |
Keywords
- Frequency-domain regularization
- Iterative algorithm
- Stable principal component pursuit
- Traffic matrix
Fingerprint
Dive into the research topics of 'An improved traffic matrix decomposition method with frequency-domain regularization'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver