Spatiotemporal Self-Attention-Based Network Traffic Prediction in IIoT

被引:0
|
作者
Liu, Xiaoteng [1 ,2 ]
Huang, Chuanhe [1 ,2 ]
Abbas Ashraf, M. Wasim [1 ,2 ]
Huang, Shidong [1 ,2 ]
Chen, Yirong [1 ,2 ]
机构
[1] School of Computer Science, Wuhan University, Wuhan,430072, China
[2] Hubei LuoJia Laboratory, Wuhan,430072, China
关键词
Encodings - Future networks - Heterogeneous traffic - High-throughput - Low latency - Low-high - Mobile communications - Network traffic - Network traffic predictions - Traffic matrix;
D O I
10.1155/2023/8331642
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Spatiotemporal Self-Attention-Based LSTNet for Multivariate Time Series Prediction
    Wang, Dezheng
    Chen, Congyan
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2023, 2023
  • [2] alpha Beach: Self-attention-based spatiotemporal network for skillful prediction of shoreline changes multiple days ahead
    Kim, Jinah
    Kim, Taekyung
    Yun, Miyoung
    Kim, Inho
    Do, Kideok
    APPLIED OCEAN RESEARCH, 2024, 153
  • [3] Hierarchical multimodal self-attention-based graph neural network for DTI prediction
    Bian, Jilong
    Lu, Hao
    Dong, Guanghui
    Wang, Guohua
    BRIEFINGS IN BIOINFORMATICS, 2024, 25 (04)
  • [4] A Self-Attention-Based Deep Convolutional Neural Networks for IIoT Networks Intrusion Detection
    Alshehri, Mohammed S.
    Saidani, Oumaima
    Alrayes, Fatma S.
    Abbasi, Saadullah Farooq
    Ahmad, Jawad
    IEEE ACCESS, 2024, 12 : 45762 - 45772
  • [5] An Effective Self-Attention-Based Hybrid Model for Short-Term Traffic Flow Prediction
    Li, Zhihong
    Wang, Xiaoyu
    Yang, Kairan
    ADVANCES IN CIVIL ENGINEERING, 2023, 2023
  • [6] Multiscale global and local self-attention-based network for remaining useful life prediction
    Zhang, Zhizheng
    Song, Wen
    Li, Qiqiang
    Gao, Hui
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2023, 34 (12)
  • [7] Traffic Flow Prediction Model Based on Attention Spatiotemporal Graph Convolutional Network
    Sun, HongXian
    2023 3rd International Symposium on Computer Technology and Information Science, ISCTIS 2023, 2023, : 148 - 153
  • [8] Road traffic flow prediction based on dynamic spatiotemporal graph attention network
    Chen, Yuguang
    Huang, Jintao
    Xu, Hongbin
    Guo, Jincheng
    Su, Linyong
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [9] Road traffic flow prediction based on dynamic spatiotemporal graph attention network
    Yuguang Chen
    Jintao Huang
    Hongbin Xu
    Jincheng Guo
    Linyong Su
    Scientific Reports, 13
  • [10] Temporal self-attention-based Conv-LSTM network for multivariate time series prediction
    Fu, En
    Zhang, Yinong
    Yang, Fan
    Wang, Shuying
    NEUROCOMPUTING, 2022, 501 : 162 - 173