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FedCache: A Knowledge Cache-Driven Federated Learning Architecture for Personalized Edge Intelligence 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 10, 页码: 9368-9382
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Xu, Ke;  Wang, Wen;  Jiang, Xuefeng;  Gao, Bo;  Lu, Jinda
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Computer architecture  Training  Servers  Computational modeling  Data models  Adaptation models  Performance evaluation  Distributed architecture  edge computing  personalized federated learning  knowledge distillation  communication efficiency  
Mustang: Improving QoE for Real-Time Video in Cellular Networks by Masking Jitter 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 9, 页码: 23
作者:  Yu, Encheng;  Zhou, Jianer;  Li, Zhenyu;  Tyson, Gareth;  Li, Weicho;  Zhang, Xinyi;  Xu, Zhiwei;  Xie, Gaogang
收藏  |  浏览/下载:3/0  |  提交时间:2024/12/06
Information systems  Multimedia streaming  Networks  Transport protocols  Transport protocols  
Learning Domain Invariant Features for Unsupervised Indoor Depth Estimation Adaptation 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 9, 页码: 23
作者:  Zhang, Jiehua;  Li, Liang;  Yan, Chenggang;  Wang, Zhan;  Xu, Changliang;  Zhang, Jiyong;  Chen, Chuqiao
收藏  |  浏览/下载:2/0  |  提交时间:2024/12/06
Indoor depth estimation  unsupervised learning  transfer learning  domain adaptation  
New Distinguishers for Negation-Limited Weak Pseudorandom Functions 期刊论文
THEORY OF COMPUTING, 2024, 卷号: 20, 页码: 19
作者:  Chen, Zhihuai;  Guo, Siyao;  Li, Qian;  Lin, Chengyu;  Sun, Xiaoming
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
pseudorandom functions  negation-limited circuits  Fourier analysis  
DMSTG: Dynamic Multiview Spatio-Temporal Networks for Traffic Forecasting 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 6, 页码: 6865-6880
作者:  Diao, Zulong;  Wang, Xin;  Zhang, Dafang;  Xie, Gaogang;  Chen, Jianguo;  Pei, Changhua;  Meng, Xuying;  Xie, Kun;  Zhang, Guangxing
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Forecasting  Convolutional neural networks  Predictive models  Roads  Real-time systems  Feature extraction  Tensors  Traffic forecasting  dynamic spatial-temporal graph networks  traffic sensor networks  smart city services  
A Deep Reinforcement Learning-Based Preemptive Approach for Cost-Aware Cloud Job Scheduling 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2024, 卷号: 9, 期号: 3, 页码: 422-432
作者:  Cheng, Long;  Wang, Yue;  Cheng, Feng;  Liu, Cheng;  Zhao, Zhiming;  Wang, Ying
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Cloud computing  Processor scheduling  Real-time systems  Costs  Quality of service  Time factors  Dynamic scheduling  DRL  job scheduling  preemptive mechanism  optimization  
Accurate Throughput Prediction for Improving QoE in Mobile Adaptive Streaming 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 5, 页码: 5799-5817
作者:  Lv, Gerui;  Wu, Qinghua;  Tan, Qingyue;  Wang, Weiran;  Li, Zhenyu;  Xie, Gaogang
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Adaptive streaming  mobile internet  QoE improvement  throughput prediction  
Improving Reliability and Sustainability of Hazard-Aware Cyber-Physical Systems 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2024, 卷号: 9, 期号: 3, 页码: 271-282
作者:  Cong, Peijin;  Zhou, Junlong;  Jiang, Weiming;  Chen, Mingsong;  Hu, Shiyan;  Li, Keqin
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Reliability  Real-time systems  Network systems  Internet of Things  Computer network reliability  Accidents  Transient analysis  Cyber-physical systems (CPSs)  hazard-aware CPSs  reliability  real-time messages  sustainability  
Adaptive Bitrate Video Caching in UAV-Assisted MEC Networks Based on Distributionally Robust Optimization 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 5, 页码: 5245-5259
作者:  Chen, Yali;  Liu, Min;  Ai, Bo;  Wang, Yuwei;  Sun, Sheng
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Streaming media  Autonomous aerial vehicles  Optimization  Bit rate  Servers  Robustness  Uncertainty  Adaptive bitrate video caching  mobile edge computing (MEC)  optimization under uncertainty  unmanned aerial vehicle (UAV)  
Toward Egocentric Compositional Action Anticipation with Adaptive Semantic Debiasing 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 5, 页码: 21
作者:  Zhang, Tianyu;  Min, Weiqing;  Liu, Tao;  Jiang, Shuqiang;  Rui, Yong
收藏  |  浏览/下载:13/0  |  提交时间:2024/05/20
Egocentric video understanding  compositional action anticipation  semantic bias  adaptive counterfactual analysis