Edge intelligence in motion: Mobility-aware dynamic DNN inference service migration with downtime in mobile edge computing

被引：0
|
作者：
Wang, Pu [1 ,2 ]
Ouyang, Tao [1 ]
Liao, Guocheng [3 ]
Gong, Jie [1 ]
Yu, Shuai [1 ]
Chen, Xu [1 ]
机构：
[1] School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China
[2] School of Biomedical Engineering, Sun Yat-sen University, Guangzhou, China
[3] School of Software Engineering, Sun Yat-sen University, Zhuhai, China
来源：
Journal of Systems Architecture | 2022年 / 130卷
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Model predictive control
引用
收藏
相关论文
共 50 条
  • [21] Mobility-Aware Proactive QoS Monitoring for Mobile Edge Computing
    Wei, Ting
    Zhang, Pengcheng
    Dong, Hai
    Jin, Huiying
    Bouguettaya, Athman
    SERVICE-ORIENTED COMPUTING (ICSOC 2022), 2022, 13740 : 134 - 142
  • [22] Trace-driven Modeling and Verification of a Mobility-Aware Service Allocation and Migration Policy for Mobile Edge Computing
    Ray, Kaustabha
    Banerjee, Ansuman
    2020 IEEE 13TH INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS 2020), 2020, : 310 - 317
  • [23] A Mobility-Aware and Fault-Tolerant Service Offloading Method in Mobile Edge Computing
    Long, Tingyan
    Ma, Yong
    Xia, Yunni
    Xiao, Xuan
    Peng, Qinglan
    Zhao, Jiale
    2022 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (IEEE ICWS 2022), 2022, : 67 - 72
  • [24] Mobility-Aware Registry Migration for Containerized Applications on Edge Computing Infrastructures
    Temp, Daniel Chaves
    de Souza, Paulo Silas Severo
    Lorenzon, Arthur Francisco
    Luizelli, Marcelo Caggiani
    Rossi, Fabio Diniz
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2023, 217
  • [25] A Mobility-aware Flying Edge Computing Service Orchestration with Quality of Service Support
    Santos, Hugo
    Medeiros, Iago
    Rocha, Carlos
    Rosario, Denis
    Cerqueira, Eduardo
    Braun, Torsten
    2023 IEEE 9TH WORLD FORUM ON INTERNET OF THINGS, WF-IOT, 2023,
  • [26] Mobility-Aware Workflow Offloading and Scheduling Strategy for Mobile Edge Computing
    Xu, Jia
    Li, Xuejun
    Liu, Xiao
    Zhang, Chong
    Fan, Lingmin
    Gong, Lina
    Li, Juan
    ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2019, PT II, 2020, 11945 : 184 - 199
  • [27] Mobility-Aware Multi-User Offloading Optimization for Mobile Edge Computing
    Zhan, Wenhan
    Luo, Chunbo
    Min, Geyong
    Wang, Chao
    Zhu, Qingxin
    Duan, Hancong
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (03) : 3341 - 3356
  • [28] Intelligent service migration for the internet of vehicles in edge computing: A mobility-aware deep reinforcement learning framework
    Hua, Kaifeng
    Su, Shengchao
    Wang, Yiwang
    COMPUTER NETWORKS, 2025, 257
  • [29] Mobility-aware Service Function Chaining in 5G Wireless Networks with Mobile Edge Computing
    Chen, Yan-Ting
    Liao, Wanjiun
    ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2019,
  • [30] Mobility-Aware Seamless Virtual Function Migration in Deviceless Edge Computing Environments
    Huang, Yaodong
    Lin, Zelin
    Yao, Tingting
    Mo, Changkang
    Shang, Xiaojun
    Cui, Laizhong
    Yang, Yuanyuan
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 23 (07) : 7999 - 8014
12345