Using machine learning for handover optimization in vehicular fog computing

被引:0
|
作者
McGill University, Montreal [1 ]
QC, Canada
机构
来源
基金
加拿大自然科学与工程研究理事会;
关键词
Handover - Mobility management - Predictive systems - Recurrent neural network (RNN) - Request distributions - Service interruption - Vehicle interactions - Vehicular networks;
D O I
34th Annual ACM Symposium on Applied Computing, SAC 2019
中图分类号
学科分类号
摘要
29
引用
收藏
相关论文
共 50 条
  • [1] Using Machine Learning for Handover Optimization in Vehicular Fog Computing
    Memon, Salman
    Maheswaran, Muthucumaru
    [J]. SAC '19: PROCEEDINGS OF THE 34TH ACM/SIGAPP SYMPOSIUM ON APPLIED COMPUTING, 2019, : 182 - 190
  • [2] FOG VEHICULAR COMPUTING Augmentation of Fog Computing Using Vehicular Cloud Computing
    Sookhak, Mehdi
    Yu, F. Richard
    He, Ying
    Talebian, Hamid
    Safa, Nader Sohrabi
    Zhao, Nan
    Khan, Muhammad Khurram
    Kumar, Neeraj
    [J]. IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2017, 12 (03): : 55 - 64
  • [3] Vertical Handover Decision using Machine Learning in Vehicular Platooning
    Khoder, Rami
    Naja, Rola
    Ismail, Salam
    Mouawad, Nadia
    Tohme, Samir
    [J]. 2021 3RD IEEE MIDDLE EAST AND NORTH AFRICA COMMUNICATIONS CONFERENCE (MENACOMM), 2021, : 60 - 64
  • [4] Fog Computing as the Key for Seamless Connectivity Handover in Future Vehicular Networks
    Palattella, Maria Rita
    Soua, Ridha
    Khelil, Abdelmajid
    Engel, Thomas
    [J]. SAC '19: PROCEEDINGS OF THE 34TH ACM/SIGAPP SYMPOSIUM ON APPLIED COMPUTING, 2019, : 1996 - 2000
  • [5] Predictive Analytics for Fog Computing using Machine Learning and GENI
    Patman, Jon
    Alfarhood, Meshal
    Islam, Soliman
    Lemus, Mauro
    Calyam, Prasad
    Palaniappan, Kannappan
    [J]. IEEE INFOCOM 2018 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), 2018, : 790 - 795
  • [6] A Machine-Learning Based Time Constrained Resource Allocation Scheme for Vehicular Fog Computing
    Xiaosha Chen
    Supeng Leng
    Ke Zhang
    Kai Xiong
    [J]. China Communications, 2019, 16 (11) : 29 - 41
  • [7] A Machine-Learning Based Time Constrained Resource Allocation Scheme for Vehicular Fog Computing
    Chen, Xiaosha
    Leng, Supeng
    Zhang, Ke
    Xiong, Kai
    [J]. CHINA COMMUNICATIONS, 2019, 16 (11) : 29 - 41
  • [8] A Mutual Authentication Scheme for Secure Fog Computing Service Handover in Vehicular Network Environment
    Dewanta, Favian
    Mambo, Masahiro
    [J]. IEEE ACCESS, 2019, 7 : 103095 - 103114
  • [9] Resource Allocation for Vehicular Fog Computing Using Reinforcement Learning Combined With Heuristic Information
    Lee, Seung-seob
    Lee, SuKyoung
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (10): : 10450 - 10464
  • [10] A comprehensive survey on using fog computing in vehicular networks
    Behravan, Kobra
    Farzaneh, Nazbanoo
    Jahanshahi, Mohsen
    Seno, Seyed Amin Hosseini
    [J]. VEHICULAR COMMUNICATIONS, 2023, 42