QoE-aware mobile computation offloading in mobile edge computing

被引:7
|
作者
Sivasakthi, Dharmalingam Adhimuga [1 ]
Gunasekaran, Raja [1 ]
机构
[1] Anna Univ, Madras Inst Technol, Dept Comp Technol, Chennai, Tamil Nadu, India
来源
关键词
computation offloading; edge server; mobile edge computing; multihop mesh communication; quality of experience; RESOURCE-ALLOCATION; OPTIMIZATION; NETWORKS;
D O I
10.1002/cpe.6853
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Due to the rapid development of smart phone utilization, the use of fast response with delay sensitive applications leads to high traffic demands. These issues are not yet fulfill by current researchers. When there is a massive crowd of users gathering in hot spot areas such as, railway stations, corporate centers, and malls requires service accessing social networks, then there cause uncertain traffic with congestion and network delay. In this article, an efficient offloading mechanism (EOM) is proposed to transfer the user's intensive computations to picocells, where each picocell (PE) isintegratedwith the functionalities of edge. Moreover, a novel distributed multihop mesh middle layer (DMMM) framework is proposed for seamless communication, where the self-healing network provides high resilience, immediate response, and multiuser content sharing and saves battery power. Generally, a picocell is a distributed antenna system that is an alternative to the repeater utilized to extend wireless services to 100 users. An adaptive ant optimization (AAO) algorithm is developed for backhaul routing conflicts. Simulation outcomes of edge cloud sim prove that the offloading tiny devices incorporated to considerable additional computational capacities can fulfill all the demands within 15 ms delay from each network.
引用
收藏
页数:23
相关论文
共 50 条
  • [21] Vehicular Computation Offloading for Industrial Mobile Edge Computing
    Zhao, Liang
    Yang, Kaiqi
    Tan, Zhiyuan
    Song, Houbing
    Al-Dubai, Ahmed
    Zomaya, Albert Y.
    Li, Xianwei
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (11) : 7871 - 7881
  • [22] MVR: an Architecture for Computation Offloading in Mobile Edge Computing
    Wei, Xiaojuan
    Wang, Shangguang
    Zhou, Ao
    Xu, Jinliang
    Su, Sen
    Kumar, Sathish
    Yang, Fangchun
    2017 IEEE 1ST INTERNATIONAL CONFERENCE ON EDGE COMPUTING (IEEE EDGE), 2017, : 232 - 235
  • [23] Energy Efficient Computation Offloading in Mobile Edge Computing
    Rong, Bo
    Chen, Ying
    Zhang, Ning
    Wu, Yuan
    Shen, Sherman
    IEEE WIRELESS COMMUNICATIONS, 2023, 30 (02) : 8 - 8
  • [24] Computation offloading and service allocation in mobile edge computing
    Chunlin Li
    Qianqian Cai
    Chaokun Zhang
    Bingbin Ma
    Youlong Luo
    The Journal of Supercomputing, 2021, 77 : 13933 - 13962
  • [25] Utility Aware Offloading for Mobile-Edge Computing
    Bi, Ran
    Liu, Qian
    Ren, Jiankang
    Tan, Guozhen
    TSINGHUA SCIENCE AND TECHNOLOGY, 2021, 26 (02) : 239 - 250
  • [26] Computation Offloading and Resource Allocation for Mobile Edge Computing
    Cheng, Ziqing
    Wang, Qi
    Li, Zhiyong
    Rudolph, Guenter
    2019 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2019), 2019, : 2735 - 2740
  • [27] Computation offloading in mobile edge computing networks: A survey
    Feng, Chuan
    Han, Pengchao
    Zhang, Xu
    Yang, Bowen
    Liu, Yejun
    Guo, Lei
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2022, 202
  • [28] Utility Aware Task Offloading for Mobile Edge Computing
    Bi, Ran
    Ren, Jiankang
    Wang, Hao
    Liu, Qian
    Yang, Xiuyuan
    WIRELESS ALGORITHMS, SYSTEMS, AND APPLICATIONS, WASA 2019, 2019, 11604 : 547 - 555
  • [29] Utility Aware Offloading for Mobile-Edge Computing
    Ran Bi
    Qian Liu
    Jiankang Ren
    Guozhen Tan
    Tsinghua Science and Technology, 2021, 26 (02) : 239 - 250
  • [30] Freshness-Aware Information Update and Computation Offloading in Mobile-Edge Computing
    Ma, Xiao
    Zhou, Ao
    Sun, Qibo
    Wang, Shangguang
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (16) : 13115 - 13125