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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：24/0  |  提交时间：2023/07/12
Atmospheric general circulation model  3-D decomposition  leap-format finite-difference  heterogeneous acceleration  
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：42/0  |  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  
Description and Climate Simulation Performance of CAS-ESM Version 2 期刊论文
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, 2020, 卷号: 12, 期号: 12, 页码: 35
作者:  Zhang, He;  Zhang, Minghua;  Jin, Jiangbo;  Fei, Kece;  Ji, Duoying;  Wu, Chenglai;  Zhu, Jiawen;  He, Juanxiong;  Chai, Zhaoyang;  Xie, Jinbo;  Dong, Xiao;  Zhang, Dongling;  Bi, Xunqiang;  Cao, Hang;  Chen, Huansheng;  Chen, Kangjun;  Chen, Xueshun;  Gao, Xin;  Hao, Huiqun;  Jiang, Jinrong;  Kong, Xianghui;  Li, Shigang;  Li, Yangchun;  Lin, Pengfei;  Lin, Zhaohui;  Liu, Hailong;  Liu, Xiaohong;  Shi, Ying;  Song, Mirong;  Wang, Huijun;  Wang, Tianyi;  Wang, Xiaocong;  Wang, Zifa;  Wei, Ying;  Wu, Baodong;  Xie, Zhenghui;  Xu, Yongfu;  Yu, Yongqiang;  Yuan, Liang;  Zeng, Qingcun;  Zeng, Xiaodong;  Zhao, Shuwen;  Zhou, Guangqing;  Zhu, Jiang
收藏  |  浏览/下载：53/0  |  提交时间：2021/12/01
Earth System Model  CAS‐  ESM  model calibration  climate sensitivity  DECK experiments  
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：57/0  |  提交时间：2020/12/10
SGD  Unbalanced workload  SimuParallel SGD  Distributed system  
FastNBL: fast neighbor lists establishment for molecular dynamics simulation based on bitwise operations 期刊论文
JOURNAL OF SUPERCOMPUTING, 2020, 卷号: 76, 期号: 7, 页码: 5501-5520
作者:  Li, Kun;  Li, Shigang;  Huang, Shan;  Chen, Yifeng;  Zhang, Yunquan
收藏  |  浏览/下载：58/0  |  提交时间：2020/12/10
Neighbor list  Bitwise operations  SIMD  Molecular dynamics  
The static parallel distribution algorithms for hybrid density-functional calculations in HONPAS package 期刊论文
INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 2020, 卷号: 34, 期号: 2, 页码: 159-168
作者:  Qin, Xinming;  Shang, Honghui;  Xu, Lei;  Hu, Wei;  Yang, Jinlong;  Li, Shigang;  Zhang, Yunquan
收藏  |  浏览/下载：52/0  |  提交时间：2020/12/10
Distributed algorithms  hybrid density-functional calculations  HONPAS package  electron repulsion integrals  parallel implementation  
AccSMBO:一种基于超参梯度和元学习的SMBO加速算法 期刊论文
计算机研究与发展, 2020, 卷号: 57, 期号: 12, 页码: 2596
作者:  程大宁;  张汉平;  夏粉;  李士刚;  袁良;  张云泉
收藏  |  浏览/下载：9/0  |  提交时间：2024/05/20
AutoML  SMBO  black box optimization  hypergradient  metalearning  parallel resource allocation  AutoML技术  SMBO算法  黑箱调优算法  超参梯度  元学习  并行资源调度  
FastNBL: fast neighbor lists establishment for molecular dynamics simulation based on bitwise operations (vol 457, pg 235, 2020) 期刊论文
JOURNAL OF SUPERCOMPUTING, 2019, 卷号: 75, 期号: 12, 页码: 8339-8340
作者:  Li, Kun;  Li, Shigang;  Huang, Shan;  Chen, Yifeng;  Zhang, Yunquan
收藏  |  浏览/下载：56/0  |  提交时间：2020/12/10
Efficient parallel optimizations of a high-performance SIFT on GPUs 期刊论文
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2019, 卷号: 124, 页码: 78-91
作者:  Li, Zhihao;  Jia, Haipeng;  Zhang, Yunquan;  Liu, Shice;  Li, Shigang;  Wang, Xiao;  Zhang, Hao
收藏  |  浏览/下载：81/0  |  提交时间：2019/04/03
HartSift  SIFT  CPU  High performance  Feature extraction  
Cache-Oblivious MPI All-to-All Communications Based on Morton Order 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2018, 卷号: 29, 期号: 3, 页码: 542-555
作者:  Li, Shigang;  Zhang, Yunquan;  Hoefler, Torsten
收藏  |  浏览/下载：58/0  |  提交时间：2019/12/10
cache-oblivious algorithms  collective communication  NUMA  MPI_Alltoall  MPI_Allgather  neighborhood collectives