Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
Conferences > OFC > 2023 > W4G > W4G.7

Traffic Prediction Based on P-ConvLSTM in Optical Transport Networks

Xin Qin, Qian Hu, Xiaoli Huo, and Jiuyu Xie

Not Accessible

Your library or personal account may give you access

Abstract

Based on Prophet-guided neural network, P-ConvLSTM is proposed for traffic prediction. Proved by multi-group real traffic data in OTN, P-ConvLSTM has high accuracy and strong generalization.

© 2023 The Author(s)

PDF Article  |   Presentation Video
More Like This
Traffic Prediction Model for Optical Network Based on Multi-input Neural Network

Yan Liu, Qian Hu, Xiaoli Huo, and Anxu Zhang
P_CM9_01 Conference on Lasers and Electro-Optics/Pacific Rim (CLEO/PR) 2022

Proactive Dynamic Network Slicing with Deep Learning Based Short-Term Traffic Prediction for 5G Transport Network

Qize Guo, Rentao Gu, Zihao Wang, Tianyi Zhao, Yuefeng Ji, Jian Kong, Riti Gour, and Jason P. Jue
W3J.3 Optical Fiber Communication Conference (OFC) 2019

Node-Oriented Traffic Prediction and Scheduling Based on Graph Convolutional Network in Metro Optical Networks

Bowen Bao, Hui Yang, Yu Wan, Qiuyan Yao, Ao Yu, Jie Zhang, Bijoy Chand Chatterjee, and Eiji Oki
F2G.2 Optical Fiber Communication Conference (OFC) 2021

View More...

Presentation Video

Presentation video access is available to:

  1. Optica Publishing Group subscribers
  2. Technical meeting attendees
  3. Optica members who wish to use one of their free downloads. Please download the article first. After downloading, please refresh this page.

Contact your librarian or system administrator
or
Log in to access Optica Member Subscription or free downloads

More Like This
Traffic Prediction Model for Optical Network Based on Multi-input Neural Network

Yan Liu, Qian Hu, Xiaoli Huo, and Anxu Zhang
P_CM9_01 Conference on Lasers and Electro-Optics/Pacific Rim (CLEO/PR) 2022

Proactive Dynamic Network Slicing with Deep Learning Based Short-Term Traffic Prediction for 5G Transport Network

Qize Guo, Rentao Gu, Zihao Wang, Tianyi Zhao, Yuefeng Ji, Jian Kong, Riti Gour, and Jason P. Jue
W3J.3 Optical Fiber Communication Conference (OFC) 2019

Node-Oriented Traffic Prediction and Scheduling Based on Graph Convolutional Network in Metro Optical Networks

Bowen Bao, Hui Yang, Yu Wan, Qiuyan Yao, Ao Yu, Jie Zhang, Bijoy Chand Chatterjee, and Eiji Oki
F2G.2 Optical Fiber Communication Conference (OFC) 2021

View More...
Addressing Traffic Prediction Uncertainty in Multi-Period Planning Optical Networks

Tania Panayiotou and Georgios Ellinas
M3F.2 Optical Fiber Communication Conference (OFC) 2022

Reliable and Low-complexity Multiple Performance Parameters Prediction for Optical Network Equipment

Yu Chen, Danshi Wang, Chunyu Zhang, Bing Ye, Yinqiu Jia, Jin Li, and Min Zhang
W2B.8 Optical Fiber Communication Conference (OFC) 2023

Select as filters
Select Topics Cancel
Top
       
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.
Privacy | Terms of Use