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Traffic matrix prediction and estimation based on deep learning in large-scale IP backbone networks

  • Published:2016-12 Issue: Volume:76 Page:16-22
  • ISSN:1084-8045
  • Container-title:Journal of Network and Computer Applications
  • language:en
  • Short-container-title:Journal of Network and Computer Applications

Author:

Nie Laisen,Jiang Dingde,Guo Lei,Yu Shui

Funder

National Natural Science Foundation of China

General Project of Scientific Research of the Education Department of Liaoning Province

New Century Excellent Talents in University

Fundamental Research Funds for the Central Universities

State Scholarship Fund

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture

Reference18 articles.

1. Learning deep architectures for AI;Bengio;Found. Trends Mach. Learn.,2009

2. Fuzzy restricted Boltzmann machine for the enhancement of deep learning;Chen;IEEE Trans. Fuzzy Syst.,2015

3. Deep learning;Deng;Found. Trends Signal Process.,2014

4. Reducing the dimensionality of data with neural networks;Hinton;Science,2006

5. A fast learning algorithm for deep belief nets;Hinton;Neural Comput.,2006

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4. Compressive sensing of Internet traffic data using relative-error bound tensor-CUR decomposition;Journal of Network and Computer Applications;2024-04

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