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Customized Federated Learning for accelerated edge computing with heterogeneous task targets 期刊论文
COMPUTER NETWORKS, 2020, 卷号: 183, 页码: 13
作者:  Jiang, Hui;  Liu, Min;  Yang, Bo;  Liu, Qingxiang;  Li, Jizhong;  Guo, Xiaobing
收藏  |  浏览/下载:27/0  |  提交时间:2021/12/01
Edge computing  Federated Learning  Convergence performance  
Facility location games with optional preference 期刊论文
THEORETICAL COMPUTER SCIENCE, 2020, 卷号: 847, 页码: 185-197
作者:  Chen, Zhihuai;  Fong, Ken C. K.;  Li, Minming;  Wang, Kai;  Yuan, Hongning;  Zhang, Yong
收藏  |  浏览/下载:29/0  |  提交时间:2021/12/01
Game theory  Facility location game  Algorithmic mechanism design  Approximation  
On truthful auction mechanism for cloud resources allocation and consumption shifting with different time slots 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 页码: 20
作者:  Song, Heng;  Zhu, Junwu;  Jiang, Yi
收藏  |  浏览/下载:27/0  |  提交时间:2021/12/01
cloud computing  mechanism design  price curve  resources allocation  time‐  of‐  use pricing  
Knowledge-guided unsupervised rhetorical parsing for text summarization 期刊论文
INFORMATION SYSTEMS, 2020, 卷号: 94, 页码: 12
作者:  Hou, Shengluan;  Lu, Ruqian
收藏  |  浏览/下载:337/0  |  提交时间:2020/12/10
Automatic text summarization  Rhetorical structure theory  Domain knowledge base  Attentional encoder-decoder  Natural language processing  
Implementation of Laplace Transformed MP2 for Periodic Systems With Numerical Atomic Orbitals 期刊论文
FRONTIERS IN CHEMISTRY, 2020, 卷号: 8, 页码: 6
作者:  Shang, Honghui;  Yang, Jinlong
收藏  |  浏览/下载:19/0  |  提交时间:2021/12/01
MP2  NAO  real-space  Hartree–  Fock  periodic system  
Rhetorical structure theory: A comprehensive review of theory, parsing methods and applications 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2020, 卷号: 157, 页码: 16
作者:  Hou, Shengluan;  Zhang, Shuhan;  Fei, Chaoqun
收藏  |  浏览/下载:318/0  |  提交时间:2020/12/10
Rhetorical structure theory  Discourse structure  RST parsing  Machine learning  Natural language processing  Text summarization  
An efficient dataflow accelerator for scientific applications 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 卷号: 112, 页码: 580-588
作者:  Ye, Xiaochun;  Tan, Xu;  Wu, Meng;  Feng, Yujing;  Wang, Da;  Zhang, Hao;  Pei, Songwen;  Fan, Dongrui
收藏  |  浏览/下载:219/0  |  提交时间:2020/12/10
Dataflow architecture  Scientific computing  Instruction level parallelism  
WP-SGD: Weighted parallel SGD for distributed unbalanced-workload training system 期刊论文
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2020, 卷号: 145, 页码: 202-216
作者:  Cheng Daning;  Li Shigang;  Zhang Yunquan
收藏  |  浏览/下载:49/0  |  提交时间:2020/12/10
SGD  Unbalanced workload  SimuParallel SGD  Distributed system  
The one-round multi-player discrete Voronoi game on grids and trees 期刊论文
THEORETICAL COMPUTER SCIENCE, 2020, 卷号: 838, 页码: 143-159
作者:  Sun, Xiaoming;  Sun, Yuan;  Xia, Zhiyu;  Zhang, Jialin
收藏  |  浏览/下载:46/0  |  提交时间:2020/12/10
Game theory  Nash equilibrium  Location game  Graph theory  
Evaluating and analyzing the energy efficiency of CNN inference on high-performance GPU 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 页码: 26
作者:  Yao, Chunrong;  Liu, Wantao;  Tang, Weiqing;  Guo, Jinrong;  Hu, Songlin;  Lu, Yijun;  Jiang, Wei
收藏  |  浏览/下载:58/0  |  提交时间:2020/12/10
CNNs  energy efficiency  high-performance GPU  inference