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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  
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  
Optimization of 16-Element Quantum Search on IBMQ 期刊论文
SPIN, 2021, 页码: 7
作者:  Zi, Wei;  Yang, Shuai;  Guo, Cheng;  Sun, Xiaoming
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Grover search  experimental results  IBMQ  
Optimizing the LINPACK Algorithm for Large-Scale PCIe-Based CPU-GPU Heterogeneous Systems 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 2367-2380
作者:  Tan, Guangming;  Shui, Chaoyang;  Wang, Yinshan;  Yu, Xianzhi;  Yan, Yujin
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Pipeline processing  Graphics processing units  Computer architecture  Supercomputers  Clustering algorithms  Programming  Optimization  LINPACK algorithm  software pipeline  performance model  heterogeneous computing  cluster  
Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712
作者:  Cheng, Daning;  Li, Shigang;  Zhang, Hanping;  Xia, Fen;  Zhang, Yunquan
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Training  Scalability  Machine learning  Machine learning algorithms  Stochastic processes  Task analysis  Upper bound  Parallel training algorithms  training dataset  scalability  stochastic optimization methods  
Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 6, 页码: 2467-2478
作者:  Ma, Ke;  Zeng, Jinshan;  Xiong, Jiechao;  Xu, Qianqian;  Cao, Xiaochun;  Liu, Wei;  Yao, Yuan
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Ordinal embedding  SVRG  non-convex optimization  barzilai-borwein (BB) step size  
Quantum-classical algorithms for skewed linear systems with an optimized Hadamard test 期刊论文
PHYSICAL REVIEW A, 2021, 卷号: 103, 期号: 4, 页码: 18
作者:  Wu, Bujiao;  Ray, Maharshi;  Zhao, Liming;  Sun, Xiaoming;  Rebentrost, Patrick
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Cooperatively Improving Data Center Energy Efficiency Based on Multi-Agent Deep Reinforcement Learning 期刊论文
ENERGIES, 2021, 卷号: 14, 期号: 8, 页码: 32
作者:  Chi, Ce;  Ji, Kaixuan;  Song, Penglei;  Marahatta, Avinab;  Zhang, Shikui;  Zhang, Fa;  Qiu, Dehui;  Liu, Zhiyong
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
data center  energy efficiency  deep reinforcement learning  multi-agent  scheduling algorithm  cooling system