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Optimizing Training Efficiency and Cost of Hierarchical Federated Learning in Heterogeneous Mobile-Edge Cloud Computing 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1518-1531
作者:  Cui, Yangguang;  Cao, Kun;  Zhou, Junlong;  Wei, Tongquan
收藏  |  浏览/下载:11/0  |  提交时间:2023/12/04
Training  Servers  Cloud computing  Delays  Costs  Computational modeling  Prototypes  Device frequency determination  federated learning (FL)  high efficiency  low cost  mobile-edge cloud computing (MECC)  user selection  
Computation Offloading With Instantaneous Load Billing for Mobile Edge Computing 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2022, 卷号: 15, 期号: 3, 页码: 1473-1485
作者:  Gao, Mingjin;  Shen, Rujing;  Li, Jun;  Yan, Shihao;  Li, Yonghui;  Shi, Jinglin;  Han, Zhu;  Zhuo, Li
收藏  |  浏览/下载:26/0  |  提交时间:2022/12/07
Task analysis  Servers  Games  Delays  Edge computing  Cloud computing  Energy consumption  Mobile edge computing  computation offloading  aggregative game  instantaneous load billing  
Joint caching and computing resource allocation for task offloading in vehicular networks 期刊论文
IET COMMUNICATIONS, 2020, 卷号: 14, 期号: 21, 页码: 3820-3827
作者:  Wang, Zhi;  Hou, Ronghui
收藏  |  浏览/下载:57/0  |  提交时间:2021/12/01
cellular radio  cloud computing  optimisation  resource allocation  cache storage  linear programming  mobile computing  nonlinear programming  integer programming  joint caching  computing resource  future vehicular networks  computation intensive  efficient content caching strategy  computation resource allocation strategy  mobile edge computing servers  MEC  caching content  maximising caching performance  caching capacity  balanced caching strategy  efficient caching strategy