Priority-Based Offloading and Caching in Mobile Edge Cloud

被引:7
|
作者
Islam, S. [1 ]
Nur, F. Narin [1 ]
Moon, N. Nessa [1 ]
Karim, A. [2 ]
Azam, S. [2 ]
Shanmugam, B. [2 ]
机构
[1] Daffodil Int Univ, Dept Comp Sci & Engn, Dhaka, Bangladesh
[2] Charles Darwin Univ, Coll Engn IT & Environm, Casuarina, NT, Australia
关键词
caching; computation offloading; mobile edge computing; priority; energy efficient; delay efficient;
D O I
10.24138/jcomss.v15i2.707
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Mobile Edge Computing (MEC) is relatively a novel concept in the parlance of Computational Offloading. MEC signifies the offloading of intensive computational tasks to the cloud which is generally positioned at the edge of a mobile network. Being in an embryonic stage of development, not much research has yet been done in this field despite its potential promises. However, with time the advantages are gaining growing attention and MEC is gradually taking over some of the resource-intensive functionalities of a traditional centralized cloud-based system. Another new idea called Task Caching is emerging rapidly with the offloading policy. This joint optimization idea of task offloading and caching is relatively a very new concept. It has been in use for reducing energy consumption and delay time for mobile edge computing. Due to the encouraging offshoots from some of the current research on the joint optimization problem, this research initiative aims to take the progress forward. The work improves upon the "prioritization of the tasks" by adopting a very practical approach discussed forward, and proposes a different way for task offloading and caching to the edge of the cloud, thereby bringing a significant enhancement to the QoS of MEC. We propose a novel priority-based offloading and caching model considering the joint optimization of offloading and caching along with the local computing policy. The simulation results show that our proposed model is able to reduce more delay time and energy cost of MEC than any other model proposed earlier.
引用
收藏
页码:193 / 201
页数:9
相关论文
共 50 条
  • [11] Priority-Based Caching Policy at a Hybrid IoT proxy
    Banaie, Fatemeh
    Misic, Jelena
    Misic, Vojislav B.
    2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2018,
  • [12] Edge Computing-Based Tasks Offloading and Block Caching for Mobile Blockchain
    Yan, Yong
    Dai, Yao
    Zhou, Zhiqiang
    Jiang, Wei
    Guo, Shaoyong
    CMC-COMPUTERS MATERIALS & CONTINUA, 2020, 62 (02): : 905 - 915
  • [13] Priority-based DAG task offloading and secondary resource allocation in IoT edge computing environments
    Chen, Yishan
    Luo, Xiansong
    Liang, Peng
    Han, Junxiao
    Xu, Zhonghui
    COMPUTING, 2024, 106 (10) : 3229 - 3254
  • [14] DDPG-based Computation Offloading and Service Caching in Mobile Edge Computing
    Chen, Lingxiao
    Gong, Guoqiang
    Jiang, Kai
    Zhou, Huan
    Chen, Rui
    IEEE INFOCOM 2022 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), 2022,
  • [15] Timely Offloading in Mobile Edge Cloud Systems
    Sathyavageeswaran, Nitya
    Yates, Roy D.
    Sarwate, Anand D.
    Mandayam, Narayan
    2024 IEEE INFORMATION THEORY WORKSHOP, ITW 2024, 2024, : 133 - 138
  • [16] Joint Service Caching and Computation Offloading to Maximize System Profits in Mobile Edge-Cloud Computing
    Fan, Qingyang
    Lin, Junyu
    Feng, Guangsheng
    Gao, Zihan
    Wang, Huiqiang
    Li, Yafei
    2020 16TH INTERNATIONAL CONFERENCE ON MOBILITY, SENSING AND NETWORKING (MSN 2020), 2020, : 244 - 251
  • [17] Joint Multi-User Computation Offloading and Data Caching for Hybrid Mobile Cloud/Edge Computing
    Yang, Xiaolong
    Fei, Zesong
    Zheng, Jianchao
    Zhang, Ning
    Anpalagan, Alagan
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (11) : 11018 - 11030
  • [18] Energy Efficient Task Caching and Offloading for Mobile Edge Computing
    Hao, Yixue
    Chen, Min
    Hu, Long
    Hossain, M. Shamim
    Ghoneim, Ahmed
    IEEE ACCESS, 2018, 6 : 11365 - 11373
  • [19] Computation Offloading With Data Caching Enhancement for Mobile Edge Computing
    Yu, Shuai
    Langar, Rami
    Fu, Xiaoming
    Wang, Li
    Han, Zhu
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (11) : 11098 - 11112
  • [20] Survey on Computation Offloading and Content Caching in Mobile Edge Networks
    Zhang K.-Y.
    Gui X.-L.
    Ren D.-W.
    Li J.
    Wu J.
    Ren D.-S.
    Ruan Jian Xue Bao/Journal of Software, 2019, 30 (08): : 2491 - 2516