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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:14/0  |  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  
A joint energy efficiency optimization scheme based on marginal cost and workload prediction in data centers 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2021, 卷号: 32, 页码: 14
作者:  Ji, Kaixuan;  Zhang, Fa;  Chi, Ce;  Song, Penglei;  Zhou, Biyu;  Marahatta, Avinab;  Liu, Zhiyong
收藏  |  浏览/下载:49/0  |  提交时间:2021/12/01
Data center  Energy efficiency  Task scheduling  Cooling system  Marginal cost  Workload prediction  
Criso: An Incremental Scalable and Cost-Effective Network Architecture for Data Centers 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 卷号: 18, 期号: 2, 页码: 2016-2029
作者:  Feng, Hao;  Deng, Yuhui;  Qin, Xiao;  Min, Geyong
收藏  |  浏览/下载:43/0  |  提交时间:2021/12/01
Servers  Data centers  Topology  Fault tolerance  Fault tolerant systems  Routing  Computer architecture  Data center  incremental scalability  cost efficiency  interconnection network  
EcoUp: Towards Economical Datacenter Upgrading 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 卷号: 27, 期号: 7, 页码: 1968-1981
作者:  Yan, Guihai;  Ma, Jun;  Han, Yinhe;  Li, Xiaowei
收藏  |  浏览/下载:68/0  |  提交时间:2019/12/13
Datacenter upgrading  cost efficiency  performance prediction  recommender systems  collaborative filtering  
Communication network designing: Transmission capacity, cost and scalability 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2012, 卷号: 55, 期号: 11, 页码: 2454
作者:  Zhang GuoQiang;  Zhang GuoQing
收藏  |  浏览/下载:10/0  |  提交时间:2023/12/04
COMPLEX NETWORKS  COMMUNITY STRUCTURE  CONGESTION  CENTRALITY  DYNAMICS  FLOW  cost-effective communication network designing  network transmission efficiency  network topology  traffic dynamics  next generation network  scalable network designing