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Traffic-Aware Task Offloading Based on Convergence of Communication and Sensing in Vehicular Edge Computing 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 24, 页码: 17762-17777
作者:  Qi, Yanli;  Zhou, Yiqing;  Liu, Ya-Feng;  Liu, Ling;  Pan, Zhengang
收藏  |  浏览/下载:28/0  |  提交时间:2022/06/21
Task analysis  Sensors  Servers  Wireless sensor networks  Wireless communication  Data communication  Cameras  Convergence of communication and sensing  overall response time (ORT)  traffic-aware task offloading  vehicular network  
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  
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:39/0  |  提交时间:2021/12/01
Data center  Energy efficiency  Task scheduling  Cooling system  Marginal cost  Workload prediction  
On Performance Optimization and Quality Control for Approximate-Communication-Enabled Networks-on-Chip 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2021, 卷号: 70, 期号: 11, 页码: 1817-1830
作者:  Xiao, Siyuan;  Wang, Xiaohang;  Palesi, Maurizio;  Singh, Amit Kumar;  Wang, Liang;  Mak, Terrence
收藏  |  浏览/下载:35/0  |  提交时间:2021/12/01
Optimization  Quality control  Approximate computing  System performance  Power demand  Measurement  Runtime  Approximate computing  many-core system  networks-on-chip  
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 11, 页码: 4094-4110
作者:  Yang, Zhiyong;  Xu, Qianqian;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载:47/0  |  提交时间:2021/12/01
Task analysis  Convergence  Predictive models  Diseases  Collaborative work  Optimization  Training  Block diagonal structural learning  negative transfer  multi-task learning  global convergence  
Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Deng, Lei;  Wu, Yujie;  Hu, Yifan;  Liang, Ling;  Li, Guoqi;  Hu, Xing;  Ding, Yufei;  Li, Peng;  Xie, Yuan
收藏  |  浏览/下载:26/0  |  提交时间:2022/06/21
Neurons  Computational modeling  Quantization (signal)  Optimization  Encoding  Task analysis  Synapses  Activity regularization  alternating direction method of multiplier (ADMM)  connection pruning  spiking neural network (SNN) compression  weight quantization  
Follow the perturbed approximate leader for solving semi-bandit combinatorial optimization 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2021, 卷号: 15, 期号: 5, 页码: 12
作者:  Yang, Feidiao;  Chen, Wei;  Zhang, Jialin;  Sun, Xiaoming
收藏  |  浏览/下载:36/0  |  提交时间:2021/12/01
online learning  online combinatorial optimization  semi-bandit  follow-the-perturbed-leader  
Deep reinforcement learning in medical imaging: A literature review 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 73, 页码: 20
作者:  Zhou, S. Kevin;  Le, Hoang Ngan;  Luu, Khoa;  Nguyen, Hien, V;  Ayache, Nicholas
收藏  |  浏览/下载:37/0  |  提交时间:2021/12/01
Deep reinforcement learning  Medical imaging  Survey  
SOOP: Efficient Distributed Graph Computation Supporting Second-Order Random Walks 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2021, 卷号: 36, 期号: 5, 页码: 985-1001
作者:  Niu, Songjie;  Zhou, Dongyan
收藏  |  浏览/下载:37/0  |  提交时间:2021/12/01
second-order random walk (SOW)  Node2Vec  second-order PageRank  distributed graph computation  SOOP (second-order random walks with on-demand probability computation)  
Oops! It's Too Late. Your Autonomous Driving System Needs a Faster Middleware 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 卷号: 6, 期号: 4, 页码: 7301-7308
作者:  Wu, Tianze;  Wu, Baofu;  Wang, Sa;  Liu, Liangkai;  Liu, Shaoshan;  Bao, Yungang;  Shi, Weisong
收藏  |  浏览/下载:38/0  |  提交时间:2021/12/01
Embedded systems for robotic and automation  software architecture for robotic and automation  distributed robot systems