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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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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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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Computer network traffic prediction: a comparison between traditional and deep learning neural networks

International Journal of Big Data Intelligence ◽

10.1504/ijbdi.2016.073903 ◽

2016 ◽

Vol 3 (1) ◽

pp. 28 ◽

Author(s):

Tiago Prado Oliveira ◽

Jamil Salem Barbar ◽

Alexsandro Santos Soares

Keyword(s):

Neural Networks ◽

Deep Learning ◽

Network Traffic ◽

Computer Network ◽

Traffic Prediction

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A Multi-Task Learning-based Network Traffic Prediction Approach for SDN-enabled Industrial Internet of Things

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2022.3141743 ◽

2022 ◽

pp. 1-1

Author(s):

Shupeng Wang ◽

Laisen Nie ◽

Guojun Li ◽

Yixuan Wu ◽

Zhaolong Ning

Keyword(s):

Internet Of Things ◽

Network Traffic ◽

Traffic Prediction ◽

Industrial Internet Of Things ◽

Task Learning ◽

Industrial Internet ◽

Prediction Approach

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Network Traffic Prediction in Industrial Internet of Things Backbone Networks: A Multi-Task Learning Mechanism

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2021.3050041 ◽

2021 ◽

pp. 1-1

Author(s):

Laisen Nie ◽

Xiaojie Wang ◽

Shupeng Wang ◽

Zhaolong Ning ◽

Mohammad Obaidat ◽

...

Keyword(s):

Internet Of Things ◽

Network Traffic ◽

Traffic Prediction ◽

Industrial Internet Of Things ◽

Learning Mechanism ◽

Backbone Networks ◽

Task Learning ◽

Industrial Internet

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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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Structure optimization of BiLinear Recurrent Neural Networks and its application to Ethernet network traffic prediction

Information Sciences ◽

10.1016/j.ins.2009.10.005 ◽

2013 ◽

Vol 237 ◽

pp. 18-28 ◽

Author(s):

Dong-Chul Park

Keyword(s):

Neural Networks ◽

Network Traffic ◽

Recurrent Neural Networks ◽

Structure Optimization ◽

Traffic Prediction ◽

Ethernet Network

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Performance Evaluation of Feature Encoding Methods in Network Traffic Prediction Using Recurrent Neural Networks

Proceedings of the 2020 8th International Conference on Information and Education Technology ◽

10.1145/3395245.3396441 ◽

2020 ◽

Author(s):

Yusuke Tokuyama ◽

Ryo Miki ◽

Yukinobu Fukushima ◽

Yuya Tarutani ◽

Tokumi Yokohira

Keyword(s):

Neural Networks ◽

Performance Evaluation ◽

Network Traffic ◽

Recurrent Neural Networks ◽

Traffic Prediction ◽

Feature Encoding

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Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks

IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) ◽

10.1109/infcomw.2019.8845132 ◽

2019 ◽

Author(s):

Davide Andreoletti ◽

Sebastian Troia ◽

Francesco Musumeci ◽

Silvia Giordano ◽

Guido Maier ◽

...

Keyword(s):

Neural Networks ◽

Network Traffic ◽

Recurrent Neural Networks ◽

Traffic Prediction

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Improving the Traffic Prediction Capability of Neural Networks Using Sliding Window and Multi-task Learning Mechanisms

2010 2nd International Conference on Evolving Internet ◽

10.1109/internet.2010.11 ◽

2010 ◽

Author(s):

Joao Rodrigues ◽

Antonio Nogueira ◽

Paulo Salvador

Keyword(s):

Neural Networks ◽

Sliding Window ◽

Traffic Prediction ◽

Learning Mechanisms ◽

Task Learning ◽

Prediction Capability

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