Network traffic recovery from link-load measurements using tensor triple decomposition strategy for third-order traffic tensors

Network traffic data is the pivot of input in many network tasks but its direct measurement can be insufferably costly. In this paper, we propose a network traffic recovery method which only requires the conveniently measurable link-load traffics. We arrange the traffic data as a third-order tensor...

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Veröffentlicht in:	Journal of computational and applied mathematics Jg. 447; S. 115901
Hauptverfasser:	Ming, Zhenyu, Qin, Zhenzhi, Zhang, Liping, Xu, Yanwei, Qi, Liqun
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.09.2024
Schlagworte:	BB gradient algorithm Network traffic recovery Triple decomposition 65K05 49M29 Network traffic recovery 68M10 15A03 BB gradient algorithm Triple decomposition
ISSN:	0377-0427
Online-Zugang:	Volltext
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