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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  
Stability-Optimal Grouping Strategy of Peer-to-Peer Systems 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2011, 卷号: 22, 期号: 12, 页码: 2079-2087
作者:  Li, Zhenhua;  Wu, Jie;  Xie, Junfeng;  Zhang, Tieying;  Chen, Guihai;  Dai, Yafei
收藏  |  浏览/下载:66/0  |  提交时间:2019/12/16
Peer-to-peer  stability  scalability  grouping  homogeneity  optimization  
Improving Performance of Dynamic Programming via Parallelism and Locality on Multicore Architectures 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2009, 卷号: 20, 期号: 2, 页码: 261-274
作者:  Tan, Guangming;  Sun, Ninghui;  Gao, Guang R.
收藏  |  浏览/下载:37/0  |  提交时间:2019/12/16
Dynamic programming  memory hierarchy  latency tolerant  percolation  multicore