An Improved Traffic Matrix Decomposition Method with Frequency-Domain Regularization
نویسندگان
چکیده
منابع مشابه
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 FrequencyDomain 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. key words: Traffic Matrix, Stable Princip...
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1 School of Electrical Engineering, Southwest Jiaotong University, Chengdu, 610031, P.R. China [email protected], [email protected], [email protected] 2 Department of Computer Science, The University of Sheffield Regent Court, Portobello Street, Sheffield, S1 4DP, UK [email protected] 3 Department of Computer Science and Mathematics, University of Pitesti, Romania florentin.ipate@ifsof...
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ژورنال
عنوان ژورنال: IEICE Transactions on Information and Systems
سال: 2013
ISSN: 0916-8532,1745-1361
DOI: 10.1587/transinf.e96.d.731