Multi-scale high-speed network traffic prediction using combination of neural networks

Proceedings of the International Joint Conference on Neural Networks, 2003. ◽

10.1109/ijcnn.2003.1223839 ◽

2004 ◽

Author(s):

A. Khotanzad ◽

N. Sadek

Keyword(s):

Neural Networks ◽

Network Traffic ◽

Traffic Prediction ◽

Multi Scale ◽

High Speed Network

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Multi-scale high-speed network traffic prediction using k-factor Gegenbauer ARMA model

2004 IEEE International Conference on Communications (IEEE Cat. No.04CH37577) ◽

10.1109/icc.2004.1312898 ◽

2004 ◽

Author(s):

N. Sadek ◽

A. Khotanzad

Keyword(s):

Network Traffic ◽

Traffic Prediction ◽

Multi Scale ◽

High Speed Network ◽

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Multi-scale anomaly detection for high-speed network traffic

Transactions on Emerging Telecommunications Technologies ◽

10.1002/ett.2619 ◽

2013 ◽

Vol 26 (3) ◽

pp. 308-317 ◽

Author(s):

Dingde Jiang ◽

Cheng Yao ◽

Zhengzheng Xu ◽

Wenda Qin

Keyword(s):

Anomaly Detection ◽

Network Traffic ◽

Multi Scale ◽

High Speed Network

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Network Traffic Prediction Using Recurrent Neural Networks

2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) ◽

10.1109/icmla.2018.00035 ◽

2018 ◽

Author(s):

Nipun Ramakrishnan ◽

Tarun Soni

Keyword(s):

Neural Networks ◽

Network Traffic ◽

Recurrent Neural Networks ◽

Traffic Prediction

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High-Speed Network Traffic Acquisition for Agent Systems

2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'07) ◽

10.1109/iat.2007.66 ◽

2007 ◽

Author(s):

Pavel Celeda ◽

Vojtech Krmicek ◽

Martin Rehak ◽

David Medvigy

Keyword(s):

Network Traffic ◽

Agent Systems ◽

High Speed Network

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Evaluation of network traffic prediction based on neural networks with multi-task learning and multiresolution decomposition

2011 IEEE 7th International Conference on Intelligent Computer Communication and Processing ◽

10.1109/iccp.2011.6047849 ◽

2011 ◽

Author(s):

Melinda Barabas ◽

Georgeta Boanea ◽

Andrei B. Rus ◽

Virgil Dobrota ◽

Jordi Domingo-Pascual

Keyword(s):

Neural Networks ◽

Network Traffic ◽

Traffic Prediction ◽

Task Learning ◽

Multiresolution Decomposition

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LOTIC: A General Framework for High-Speed Network Traffic Processing

2019 IEEE 4th International Conference on Signal and Image Processing (ICSIP) ◽

10.1109/siprocess.2019.8868538 ◽

2019 ◽

Author(s):

Guo Haoran ◽

Li Haiyan ◽

Hao Liyun

Keyword(s):

Network Traffic ◽

General Framework ◽

High Speed Network

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Bottleneck analysis for data acquisition in high-speed network traffic monitoring

China Communications ◽

10.1109/cc.2014.6821313 ◽

2014 ◽

Vol 11 (1) ◽

pp. 110-118 ◽

Author(s):

Jiang Wei ◽

Tian Zhihong ◽

Cai Chao ◽

Gong Bei

Keyword(s):

Data Acquisition ◽

Network Traffic ◽

Traffic Monitoring ◽

High Speed Network ◽

Bottleneck Analysis ◽

Network Traffic Monitoring

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Hardware‐assisted estimation of entropy norm for high‐speed network traffic

Electronics Letters ◽

10.1049/el.2014.2377 ◽

2014 ◽

Vol 50 (24) ◽

pp. 1845-1847 ◽

Author(s):

Yu‐Kuen Lai ◽

Theophilus Wellem ◽

Hui‐Ping You

Keyword(s):

Network Traffic ◽

High Speed Network

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Network traffic prediction based on multi-scale wavelet transform and mixed time series model

2014 9th International Conference on Computer Science & Education ◽

10.1109/iccse.2014.6926551 ◽

2014 ◽

Author(s):

Tan Hongjian ◽

Yang Yahui

Keyword(s):

Time Series ◽

Wavelet Transform ◽

Network Traffic ◽

Time Series Model ◽

Traffic Prediction ◽

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Optical Network Traffic Prediction Based on Graph Convolutional Neural Networks

2020 Opto-Electronics and Communications Conference (OECC) ◽

10.1109/oecc48412.2020.9273638 ◽

2020 ◽

Author(s):

Yihan Gui ◽

Danshi Wang ◽

Luyao Guan ◽

Min Zhang

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Network Traffic ◽

Optical Network ◽

Traffic Prediction

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