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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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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Cellular Traffic Prediction using Recurrent Neural Networks

2020 IEEE 5th International Symposium on Telecommunication Technologies (ISTT) ◽

10.1109/istt50966.2020.9279373 ◽

2020 ◽

Author(s):

Shan Jaffry ◽

Syed Faraz Hasan

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Traffic Prediction ◽

Cellular Traffic

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Graph Convolutional Recurrent Neural Networks: A Deep Learning Framework for Traffic Prediction

Graph Data Mining - Big Data Management ◽

10.1007/978-981-16-2609-8_9 ◽

2021 ◽

pp. 189-204

Author(s):

Dongwei Xu ◽

Hongwei Dai ◽

Qi Xuan

Keyword(s):

Neural Networks ◽

Deep Learning ◽

Recurrent Neural Networks ◽

Traffic Prediction ◽

Learning Framework

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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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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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Using Noise Pollution Data for Traffic Prediction in Smart Cities: Experiments Based on LSTM Recurrent Neural Networks

IEEE Sensors Journal ◽

10.1109/jsen.2021.3100324 ◽

2021 ◽

pp. 1-1

Author(s):

Faraz Malik Awan ◽

Roberto Minerva ◽

Noel Crespi

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Smart Cities ◽

Noise Pollution ◽

Traffic Prediction

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Multiscale BiLinear Recurrent Neural Networks and Their Application to the Long-Term Prediction of Network Traffic

Advances in Neural Networks - ISNN 2006 - Lecture Notes in Computer Science ◽

10.1007/11760191_29 ◽

2006 ◽

pp. 196-201 ◽

Author(s):

Dong-Chul Park ◽

Chung Nguyen Tran ◽

Yunsik Lee

Keyword(s):

Neural Networks ◽

Network Traffic ◽

Recurrent Neural Networks ◽

Term Prediction ◽

Long Term Prediction

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