Service Selection for Composition in Mobile Edge Computing Systems

被引:31
|
作者
Wu, Hongyue [1 ,2 ]
Deng, Shuiguang [1 ]
Li, Wei [2 ]
Fu, Min [3 ,4 ]
Yin, Jianwei [1 ]
Zomaya, Albert Y. [2 ]
机构
[1] Zhejiang Univ, Coll Comp Sci & Technol, Hangzhou, Zhejiang, Peoples R China
[2] Univ Sydney, Sch Informat Technol, Sydney, NSW, Australia
[3] Alibaba Grp, Hangzhou, Zhejiang, Peoples R China
[4] Macquarie Univ, Dept Comp, Sydney, NSW, Australia
基金
美国国家科学基金会;
关键词
service selection; mobile edge computing; response time; composition; LOCATION PREDICTION;
D O I
10.1109/ICWS.2018.00060
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Due to the limited capabilities and resources, edge servers cannot meet the increasingly complex and diverse service requirements in mobile edge computing environments. In this circumstance, how to dispatch the component tasks of service requests to edge and cloud servers to reduce the time delay has become a crucial problem. Therefore, we focus on this problem and propose a heuristic algorithm called GAMEC (combined Genetic algorithm and simulated Annealing algorithm for service selection in Mobile Edge Computing systems). The simulated experiments have demonstrated the high effectiveness of the method.
引用
收藏
页码:355 / 358
页数:4
相关论文
共 50 条
  • [1] Mobility-Aware Service Selection in Mobile Edge Computing Systems
    Wu, Hongyue
    Deng, Shuiguang
    Li, Wei
    Yin, Jianwei
    Li, Xiaohong
    Feng, Zhiyong
    Zomaya, Albert
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (IEEE ICWS 2019), 2019, : 201 - 208
  • [2] Budgeted Edge Service Selection in Mobile Edge Computing Environment
    Xie, Na
    Tan, Wenan
    Zhao, Lu
    Huang, Li
    Sun, Yong
    [J]. IEEE SYSTEMS JOURNAL, 2023, 17 (02): : 2779 - 2790
  • [3] Towards the optimality of service instance selection in mobile edge computing
    Zou, Guobing
    Qin, Zhen
    Deng, Shuiguang
    Li, Kuan-Ching
    Gan, Yanglan
    Zhang, Bofeng
    [J]. KNOWLEDGE-BASED SYSTEMS, 2021, 217
  • [4] Practical Service Allocation in Mobile Edge Computing Systems
    Kim, Sung-Yeon
    de Foy, Xavier
    Reznik, Alex
    [J]. 2017 27TH INTERNATIONAL TELECOMMUNICATION NETWORKS AND APPLICATIONS CONFERENCE (ITNAC), 2017, : 448 - 453
  • [5] A Novel Service Composition Approach for Offloading in Mobile Edge Computing
    Liu, Dandan
    Krishna, Nitesh
    Nayak, Amiya
    [J]. 2020 16TH INTERNATIONAL CONFERENCE ON MOBILITY, SENSING AND NETWORKING (MSN 2020), 2020, : 768 - 773
  • [6] A Service Composition Mechanism Based on Mobile Edge Computing for IoT
    Niu, Danmei
    Li, Yuxiang
    Zhang, Zhiyong
    Song, Bin
    [J]. 2019 6TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE 2019), 2019, : 982 - 985
  • [7] Online Task Offloading with Edge Service Providers Selection for Mobile Edge Computing
    Shang, Jianwen
    Liu, Wenbin
    Yang, Yongjian
    [J]. 2023 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, 2023,
  • [8] Service Pricing and Selection for IoT Applications Offloading in the Multi-Mobile Edge Computing Systems
    Zhang, Wanli
    Li, Xianwei
    Zhao, Liang
    Yang, Xiaoying
    Liu, Tao
    Yang, Wei
    [J]. IEEE ACCESS, 2020, 8 : 153862 - 153871
  • [9] A collaborative mobile edge computing and user solution for service composition in 5G systems
    Al Ridhawi, Ismaeel
    Aloqaily, Moayad
    Kotb, Yehia
    Al Ridhawi, Yousif
    Jararweh, Yaser
    [J]. TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2018, 29 (11):
  • [10] Composite Service Selection and Optimization for Mobile Edge Systems
    Chen H.-W.
    Deng S.-G.
    Zhao H.-L.
    Yin J.-W.
    [J]. Jisuanji Xuebao/Chinese Journal of Computers, 2022, 45 (01): : 82 - 97