Journal on Communications ›› 2022, Vol. 43 ›› Issue (6): 223-234.doi: 10.11959/j.issn.1000-436x.2022114
• Correspondences • Previous Articles Next Articles
Sifeng ZHU1, Jianghao CAI1, Zhengyi CHAI2, Enlin SUN1
Revised:
2022-05-09
Online:
2022-06-01
Published:
2022-06-01
Supported by:
CLC Number:
Sifeng ZHU, Jianghao CAI, Zhengyi CHAI, Enlin SUN. Multi-objective optimal offloading decision for cloud-edge collaborative computing scenario in Internet of vehicles[J]. Journal on Communications, 2022, 43(6): 223-234.
[1] | SABELLA D , VAILLANT A , KUURE P ,et al. Mobile-edge computing architecture:the role of MEC in the Internet of things[J]. IEEE Consumer Electronics Magazine, 2016,5(4): 84-91. |
[2] | MAO S , WU J S , LIU L ,et al. Energy-efficient cooperative communication and computation for wireless powered mobile-edge computing[J]. IEEE Systems Journal, 2022,16(1): 287-298. |
[3] | CAO X W , WANG F , XU J ,et al. Joint computation and communication cooperation for energy-efficient mobile edge computing[J]. IEEE Internet of Things Journal, 2019,6(3): 4188-4200. |
[4] | MACH P , BECVAR Z . Mobile edge computing:a survey on architecture and computation offloading[J]. IEEE Communications Surveys &Tutorials, 2017,19(3): 1628-1656. |
[5] | 宋宇波, 金星妤, 燕锋 ,等. 车联网中移动边缘计算的安全高效节能卸载策略[J]. 清华大学学报(自然科学版), 2021,61(11): 1246-1253. |
SONG Y B , JIN X Y , YAN F ,et al. Secure and energy efficient of-floading of mobile edge computing in the Internet of vehicles[J]. Journal of Tsinghua University (Science and Technology), 2021,61(11): 1246-1253. | |
[6] | ZHAO J H , LI Q P , GONG Y ,et al. Computation offloading and resource allocation for cloud assisted mobile edge computing in vehicular networks[J]. IEEE Transactions on Vehicular Technology, 2019,68(8): 7944-7956. |
[7] | WU H M , ZHANG Z R , GUAN C ,et al. Collaborate edge and cloud computing with distributed deep learning for smart city Internet of things[J]. IEEE Internet of Things Journal, 2020,7(9): 8099-8110. |
[8] | LIU Y , YU H M , XIE S L ,et al. Deep reinforcement learning for offloading and resource allocation in vehicle edge computing and networks[J]. IEEE Transactions on Vehicular Technology, 2019,68(11): 11158-11168. |
[9] | ABBASI M , MOHAMMADI P E , KHOSRAVI M R . Workload allocation in IoT-fog-cloud architecture using a multi-objective genetic algorithm[J]. Journal of Grid Computing, 2020,18(1): 43-56. |
[10] | DAI P L , LIU K , FENG L ,et al. Temporal information services in large-scale vehicular networks through evolutionary multi-objective optimization[J]. IEEE Transactions on Intelligent Transportation Systems, 2019,20(1): 218-231. |
[11] | ZHANG S , ZHANG N , YANG P ,et al. Cost-effective cache deployment in mobile heterogeneous networks[J]. IEEE Transactions on Vehicular Technology, 2017,66(12): 11264-11276. |
[12] | 刘雷, 陈晨, 冯杰 ,等. 车载边缘计算中任务卸载和服务缓存的联合智能优化[J]. 通信学报, 2021,42(1): 18-26. |
LIU L , CHEN C , FENG J ,et al. Joint intelligent optimization of task offloading and service caching for vehicular edge computing[J]. Jour-nal on Communications, 2021,42(1): 18-26. | |
[13] | YANG B , CAO X L , BASSEY J ,et al. Computation offloading in multi-access edge computing:a multi-task learning approach[J]. IEEE Transactions on Mobile Computing, 2021,20(9): 2745-2762. |
[14] | WANG C M , YU F R , LIANG C C ,et al. Joint computation offloading and interference management in wireless cellular networks with mobile edge computing[J]. IEEE Transactions on Vehicular Technology, 2017,66(8): 7432-7445. |
[15] | HUSSAIN A , MANIKANTHAN S V , PADMAPRIYA T ,et al. Genetic algorithm based adaptive offloading for improving IoT device communication efficiency[J]. Wireless Networks, 2020,26(4): 2329-2338. |
[16] | XU X L , GU R H , DAI F ,et al. Multi-objective computation offloading for Internet of vehicles in cloud-edge computing[J]. Wireless Networks, 2020,26(3): 1611-1629. |
[17] | GONG M G , JIAO L C , DU H F ,et al. Multiobjective immune algorithm with nondominated neighbor-based selection[J]. Evolutionary Computation, 2008,16(2): 225-255. |
[18] | DAS I , DENNIS J E . Normal-boundary intersection:a new method for generating the Pareto surface in nonlinear multicriteria optimization problems[J]. SIAM Journal on Optimization, 1998,8(3): 631-657. |
[19] | DEB K , JAIN H . An evolutionary many-objective optimization algorithm using reference-point-based nondominated sorting approach,part I:solving problems with box constraints[J]. IEEE Transactions on Evolutionary Computation, 2014,18(4): 577-601. |
[20] | JAIN H , DEB K . An evolutionary many-objective optimization algorithm using reference-point-based nondominated sorting approach,part Ⅱ:handling constraints and extending to an adaptive approach[J]. IEEE Transactions on Evolutionary Computation, 2014,18(4): 602-622. |
[21] | DEB K , PRATAP A , AGARWAL S ,et al. A fast and elitist multiobjective genetic algorithm:NSGA-II[J]. IEEE Transactions on Evolutionary Computation, 2002,6(2): 182-197. |
[22] | ZHANG Q F , LI H . MOEA/D:a multiobjective evolutionary algorithm based on decomposition[J]. IEEE Transactions on Evolutionary Computation, 2007,11(6): 712-731. |
[23] | LIU Q , MO R C , XU X L ,et al. Multi-objective resource allocation in mobile edge computing using PAES for Internet of things[J]. Wireless Networks, 2020(3): 1-13. |
[1] | Haibo ZHANG, Yukun CAO, Kaijian LIU, Ruyan WANG. Distributed trust management scheme based on blockchain in Internet of vehicles [J]. Journal on Communications, 2023, 44(5): 148-157. |
[2] | Xuejiao LIU, Qiang ZHONG, Yingjie XIA. Efficient authentication scheme for cross-trust domain of IoV based on double-layer shard blockchain [J]. Journal on Communications, 2023, 44(5): 213-223. |
[3] | Lei ZHANG, Yu WANG, Jianjie TIAN, Lin ZHANG, Tianjiao ZHANG. Joint beam forming design for IRS-aided MIMO Internet of vehicles system [J]. Journal on Communications, 2023, 44(2): 59-69. |
[4] | Rong ZENG, Xiao HANG. Reconfigurable intelligent surface assist wireless channel estimation algorithm in Internet of vehicles environment [J]. Journal on Communications, 2022, 43(8): 142-150. |
[5] | Xiang CHENG, Haotian ZHANG, Zonghui YANG, Ziwei HUANG, Sijiang LI, Anlan YU. Integrated sensing and communications for Internet of vehicles:current status and development trend [J]. Journal on Communications, 2022, 43(8): 188-202. |
[6] | Peng QIN, Haoting HE, Xiongwen ZHAO, Yang FU, Yu ZHANG, Miao WANG, Shuo WANG, Xue WU. Efficient resource allocation with context-awareness for parked car road side unit-based Internet of vehicles [J]. Journal on Communications, 2022, 43(7): 113-125. |
[7] | Yanfei SUN, Jiazheng YIN, Jin QI, Xiaoxuan HU, Mengting CHEN, Zhenjiang DONG. Topology control based on dynamic graph embedding in Internet of vehicles [J]. Journal on Communications, 2022, 43(6): 133-142. |
[8] | Xiaodong YANG, Tian TIAN, Jiaqi WANG, Meijuan LI, Caifen WANG. Certificateless ciphertext retrieval scheme with multi-user and multi-keyword based on cloud-edge collaboration [J]. Journal on Communications, 2022, 43(5): 144-154. |
[9] | Yuliang CONG, Wenxi SUN, Ke XUE, Zhihong QIAN, Mianshu CHEN. Research on task offloading strategy of Internet of vehicles based on improved hybrid genetic algorithm [J]. Journal on Communications, 2022, 43(10): 77-85. |
[10] | Jiujiu CHEN, Chunyan FENG, Caili GUO, Yang YANG, Qizheng SUN, Meiyi ZHU. Video semantics-driven resource allocation algorithm in Internet of vehicles [J]. Journal on Communications, 2021, 42(7): 1-11. |
[11] | Jie CUI, Xuefeng CHEN, Jing ZHANG, Lu WEI, Hong ZHONG. Bus cache-based location privacy protection scheme in the Internet of vehicles [J]. Journal on Communications, 2021, 42(7): 150-161. |
[12] | Jiujun CHENG, Guiyuan YUAN, Jie CUI, Aiguo ZHOU, Bo LYU, Guangyao LI. Spatio-temporal data analysis and accessibility method for IoV in an urban scene [J]. Journal on Communications, 2021, 42(6): 52-61. |
[13] | Zhaolong NING, Kaiyuan ZHANG, Xiaojie WANG, Lei GUO. Cooperative service caching and peer offloading in Internet of vehicles based on multi-agent meta-reinforcement learning [J]. Journal on Communications, 2021, 42(6): 118-130. |
[14] | Tao HAN, Wei HE, Jun DAI, Yong ZUO, Yang YANG, Xiaohu GE. Connectivity analysis of IoV based on scale-free network [J]. Journal on Communications, 2021, 42(4): 100-108. |
[15] | Shichang XUAN, Hao TANG, Wu YANG. Method for detecting collusion attack node in road condition information sharing based on reputation point [J]. Journal on Communications, 2021, 42(4): 158-168. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
|