A Peak Prediction Method for Subflow in Hybrid Data Flow

Subflow prediction is required in resource active elastic scaling, but the existing single flow prediction methods cannot accurately predict the peak variation of subflow in hybrid data flow. These do not consider the correlation between subflows. The difficulty is that it is hard to calculate the c...

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Veröffentlicht in:	Scientific programming 2020, Vol.2020 (2020), p.1-13
Hauptverfasser:	Wang, Pengwei, Chen, Ligong, Liu, Qiuwen, Zhang, Zhaohui
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Correlation coefficients Deep learning Delay time Distance learning Machine learning Methods Neural networks Prediction models Random variables Statistical analysis Time series User behavior Windows (intervals) Wireless networks
Online-Zugang:	Volltext
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