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

Traffic Prediction ◽

Feature Encoding

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

Network Traffic Prediction Using Recurrent Neural Networks

10.1109/icmla.2018.00035 ◽

2018 ◽

Cited By ~ 7

Author(s):

Nipun Ramakrishnan ◽

Tarun Soni

Keyword(s):

Neural Networks ◽

Network Traffic ◽

On recurrent neural networks for auto-similar traffic prediction: A performance evaluation

2006 International Telecommunications Symposium ◽

10.1109/its.2006.4433332 ◽

2006 ◽

Cited By ~ 2

Author(s):

Jose M. P. Menezes ◽

Guilherme A. Barreto

Keyword(s):

Neural Networks ◽

Performance Evaluation ◽

Traffic Prediction ◽

A Performance

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 ◽

Cited By ~ 24

Author(s):

Dong-Chul Park

Keyword(s):

Neural Networks ◽

Network Traffic ◽

Structure Optimization ◽

Traffic Prediction ◽

Ethernet Network

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

Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks

10.1109/infcomw.2019.8845132 ◽

2019 ◽

Cited By ~ 2

Author(s):

Davide Andreoletti ◽

Sebastian Troia ◽

Francesco Musumeci ◽

Silvia Giordano ◽

Guido Maier ◽

...

Keyword(s):

Neural Networks ◽

Network Traffic ◽

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 ◽

Traffic Prediction ◽

Cellular Traffic

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 ◽

Traffic Prediction ◽

Learning Framework

Applied Soft Computing and Communication Networks - Lecture Notes in Networks and Systems ◽

Performance Evaluation of Recurrent Neural Networks for Short-Term Investment Decision in Stock Market

10.1007/978-981-15-3852-0_16 ◽

2020 ◽

pp. 247-261

Author(s):

Alexandre P. da Silva ◽

Silas S. L. Pereira ◽

Mário W. L. Moreira ◽

Joel J. P. C. Rodrigues ◽

Ricardo A. L. Rabêlo ◽

...

Keyword(s):

Neural Networks ◽

Performance Evaluation ◽

Stock Market ◽

Investment Decision ◽

Short Term ◽

Short Term Investment

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

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

10.1109/iccp.2011.6047849 ◽

2011 ◽

Cited By ~ 14

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

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 ◽

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 ◽

Cited By ~ 40

Author(s):

Tiago Prado Oliveira ◽

Jamil Salem Barbar ◽

Alexsandro Santos Soares

Keyword(s):

Neural Networks ◽

Deep Learning ◽

Network Traffic ◽

Computer Network ◽