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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：7/0  |  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  
AGCM-3DLF: Accelerating Atmospheric General Circulation Model via 3-D Parallelization and Leap-Format 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 3, 页码: 766-780
作者:  Cao, Hang;  Yuan, Liang;  Zhang, He;  Zhang, Yunquan;  Wu, Baodong;  Li, Kun;  Li, Shigang;  Zhang, Minghua;  Lu, Pengqi;  Xiao, Junmin
收藏  |  浏览/下载：15/0  |  提交时间：2023/07/12
Atmospheric general circulation model  3-D decomposition  leap-format finite-difference  heterogeneous acceleration  
Multi-View Matrix Factorization for Sparse Mobile Crowdsensing 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 24, 页码: 25767-25779
作者:  Li, Xiaocan;  Xie, Kun;  Xie, Gaogang;  Li, Kenli;  Cao, Jiannong;  Zhang, Dafang;  Wen, Jigang
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Sparse matrices  Sensors  Data models  Estimation  Indexes  Air quality  Task analysis  Matrix factorization  mobile crowdsensing (MCS)  
Efficiently Inferring Top-k Largest Monitoring Data Entries Based on Discrete Tensor Completion 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2021, 卷号: 29, 期号: 6, 页码: 2737-2750
作者:  Tian, Jiazheng;  Xie, Kun;  Wang, Xin;  Xie, Gaogang;  Li, Kenli;  Wen, Jigang;  Zhang, Dafang;  Cao, Jiannong
收藏  |  浏览/下载：24/0  |  提交时间：2022/06/21
Top-k largest entry inference  tensor completion  
Distributed Multi-Dimensional Pricing for Efficient Application Offloading in Mobile Cloud Computing 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2019, 卷号: 12, 期号: 6, 页码: 925-940
作者:  Xie, Kun;  Wang, Xin;  Xie, Gaogang;  Xie, Dongliang;  Cao, Jiannong;  Ji, Yuqin;  Wen, Jigang
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
Cloud computing  Mobile communication  Resource management  Pricing  Mobile handsets  Games  Servers  Mobile cloud  two-side market game  cloud offloading  cloudlet  
Accurate Recovery of Internet Traffic Data: A Sequential Tensor Completion Approach 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2018, 卷号: 26, 期号: 2, 页码: 793-806
作者:  Xie, Kun;  Wang, Lele;  Wang, Xin;  Xie, Gaogang;  Wen, Jigang;  Zhang, Guangxing;  Cao, Jiannong;  Zhang, Dafang
收藏  |  浏览/下载：68/0  |  提交时间：2019/12/10
Internet traffic data recovery  tensor completion  
Fast Tensor Factorization for Accurate Internet Anomaly Detection 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2017, 卷号: 25, 期号: 6, 页码: 3794-3807
作者:  Xie, Kun;  Li, Xiaocan;  Wang, Xin;  Xie, Gaogang;  Wen, Jigang;  Cao, Jiannong;  Zhang, Dafang
收藏  |  浏览/下载：70/0  |  提交时间：2019/12/10
Internet traffic anomaly detection  tensor recovery  tensor completion  
Recover Corrupted Data in Sensor Networks: A Matrix Completion Solution 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2017, 卷号: 16, 期号: 5, 页码: 1434-1448
作者:  Xie, Kun;  Ning, Xueping;  Wang, Xin;  Xie, Dongliang;  Cao, Jiannong;  Xie, Gaogang;  Wen, Jigang
收藏  |  浏览/下载：59/0  |  提交时间：2019/12/12
Corrupted data recovery  matrix completion  wireless sensor networks  
Pre-scheduled handoff for service-aware and seamless internet access 期刊论文
COMPUTER NETWORKS, 2016, 卷号: 110, 页码: 324-337
作者:  Xie, Kun;  Cao, Jiannong;  Wang, Xin;  Wen, Jigang
收藏  |  浏览/下载：39/0  |  提交时间：2019/12/12
Seamless internet access  Handoff  Mobility schedule  
Interference-Aware Cooperative Communication in Multi-Radio Multi-Channel Wireless Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2016, 卷号: 65, 期号: 5, 页码: 1528-1542
作者:  Xie, Kun;  Wang, Xin;  Liu, Xueli;  Wen, Jigang;  Cao, Jiannong
收藏  |  浏览/下载：42/0  |  提交时间：2019/12/13
Cooperative communication  cooperative routing  relay assignment  channel assignment