Computer Engineering & Science ›› 2024, Vol. 46 ›› Issue (03): 416-426.
• High Performance Computing • Previous Articles Next Articles
LIU Xiang-ju,LI Jin-he,FANG Xian-jin,WANG Yu
Received:
2023-03-17
Revised:
2023-05-04
Accepted:
2024-03-25
Online:
2024-03-25
Published:
2024-03-15
LIU Xiang-ju, LI Jin-he, FANG Xian-jin, WANG Yu. A joint optimization strategy for compute offloading and resource allocation in mobile edge computing[J]. Computer Engineering & Science, 2024, 46(03): 416-426.
[1] | Zheng T, Wan J, Zhang J, et al.A survey of computation offloading in edge computing[C]∥Proc of 2020 International Conference on Computer,Information and Telecommunication Systems,2020:1-6. |
[2] | Cruz P,Achir N,Viana A C.On the edge of the deployment:A survey on multi-access edge computing[J].ACM Computing Surveys,2022,55(5):1-34. |
[3] | Kong L,Tan J,Huang J,et al.Edge-computing-driven internet of things:A survey[J].ACM Computing Surveys,2022,55(8):1-41. |
[4] | Luo Q,Hu S,Li C,et al.Resource scheduling in edge computing:A survey[J].IEEE Communications Surveys & Tutorials,2021,23(4):2131-2165. |
[5] | 高月红,陈露.移动边缘计算中任务卸载研究综述[J].计算机科学,2022,49(S2):807-813. |
Gao Yue-hong,Chen Lu.Survey of research on task offloading in mobile edge computing[J].Computer Science,2022,49(S2):807-813. | |
[6] | Shu C,Zhao Z,Han Y,et al.Multi-user offloading for edge computing networks:A dependency-aware and latency- optimal approach[J].IEEE Internet of Things Journal,2019,7(3):1678-1689. |
[7] | Ji T,Luo C,Yu L,et al.Energy-efficient computation offloading in mobile edge computing systems with uncertainties[J].IEEE Transactions on Wireless Communications,2022,21(8):5717-5729. |
[8] | Joilo S,Dán G.Computation offloading scheduling for periodic tasks in mobile edge computing[J].IEEE/ACM Tran- sactions on Networking,2020,28(2):667-680. |
[9] | 张建军,代帅康,张本宏.车联网中基于任务紧急性的联合卸载方案[J].电子测量与仪器学报,2020,34(11):66-71. |
Zhang Jian-jun,Dai Shuai-kang,Zhang Ben-hong.Joint offloading method based on task urgency in the VANETs[J].Journal of Electronic Measurement and Instrumentation,2020,34(11):66-71. | |
[10] | Zhou H,Wang Z,Cheng N,et al.Stackelberg-game-based computation offloading method in cloud-edge computing networks[J].IEEE Internet of Things Journal,2022,9(17):16510-16520. |
[11] | 张文柱,余静华.移动边缘计算中基于云边端协同的任务卸载策略[J].计算机研究与发展,2023,60(2):371-385. |
Zhang Wen-zhu,Yu Jing-hua.Task offloading strategy in mobile edge computing based on cloud-edge-end cooperation[J].Journal of Computer Research and Development,2023,60(2):371-385. | |
[12] | Niu X,Shao S,Xin C,et al.Workload allocation mechanism for minimum service delay in edge computing-based power Internet of Things[J].IEEE Access,2019,7:83771-83784. |
[13] | Tan L,Kuang Z,Zhao L,et al.Energy-efficient joint task offloading and resource allocation in OFDMA-based collaborative edge computing[J].IEEE Transactions on Wireless Communications,2022,21(3):1960-1972. |
[14] | Yuan X,Tian H,Zhang W,et al.CA-PSO:A combinatorial auction and improved particle swarm optimization based computation offloading approach for E-healthcare[C]∥Proc of IEEE International Conference on Communications,2022:3850-3855. |
[15] | Cheng Y,Zhao H,Xia W.Energy-aware offloading and power optimization in full-duplex mobile edge computing- enabled cellular IoT networks[J].IEEE Sensors Journal,2022,22(24):24607-24618. |
[16] | Trakas P,Adelantado F,Zorba N,et al.A QoE-aware joint resource allocation and dynamic pricing algorithm for heterogeneous networks[C]∥Proc of 2017 IEEE Global Communications Conference,2017:1-6. |
[17] | Miettinen A P,Nurminen J K.Energy efficiency of mobile clients in cloud computing[C]∥Proc of the 2nd USENIX Workshop on Hot Topics in Cloud Computing,2010:1-7. |
[18] | Tran T X,Pompili D.Joint task offloading and resource allocation for multi-server mobile-edge computing networks[J].IEEE Transactions on Vehicular Technology,2018,68(1):856-868. |
[19] | Zhang J, Hu X, Ning Z, et al. Energy-latency tradeoff for energy-aware offloading in mobile edge computing networks[J].IEEE Internet of Things Journal,2017,5(4):2633-2645. |
[20] | Mirjalili S,Lewis A.The whale optimization algorithm[J].Advances in Engineering Software,2016,95(C):51-67. |
[21] | Pham Q V,Mirjalili S,Kumar N,et al.Whale optimization algorithm with applications to resource allocation in wireless networks[J].IEEE Transactions on Vehicular Technology,2020,69(4):4285-4297. |
[22] | 周天清,曾新亮,胡海琴.基于混合粒子群算法的计算卸载成本优化[J].电子与信息学报,2022,44(9):3065-3074. |
Zhou Tian-qing,Zeng Xin-liang,Hu Hai-qin.Computation offloading cost optimization based on hybrid particle swarm optimization algorithm [J].Journal of Electronics & Information Technology,2022,44(9):3065-3074. | |
[23] | Karaboga D,Akay B.A comparative study of artificial bee colony algorithm[J].Applied Mathematics and Computation,2009,214(1):108-132. |
[24] | Feng S,Chen Y,Zhai Q,et al.Optimizing computation offloading strategy in mobile edge computing based on swarm intelligence algorithms[J].EURASIP Journal on Advances in Signal Processing,2021,2021(1):1-15. |
[25] | Huang P Q, Wang Y,Wang K,et al.A bilevel optimization approach for joint offloading decision and resource allocation in cooperative mobile edge computing[J].IEEE Transactions on Cybernetics,2019,50(10):4228-4241. |
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