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Accelerating k-Shape Time Series Clustering Algorithm Using GPU 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 10, 页码: 2718-2734
作者:  Wang, Xun;  Song, Ruibao;  Xiao, Junmin;  Li, Tong;  Li, Xueqi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Data space  time series analysis  time series clustering  GPU architecture  k-shape algorithm  
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：15/0  |  提交时间：2023/07/12
Atmospheric general circulation model  3-D decomposition  leap-format finite-difference  heterogeneous acceleration  
DRONE: An Efficient Distributed Subgraph-Centric Framework for Processing Large-Scale Power-law Graphs 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 2, 页码: 463-474
作者:  Zhang, Shuai;  Jiang, Zite;  Hou, Xingzhong;  Li, Mingyu;  Yuan, Mengting;  You, Haihang
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Fault tolerance  graph partition  large-scale power-law graph  parallel graph computation  subgraph-centric model  
An Accurate and Efficient Large-Scale Regression Method Through Best Friend Clustering 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 11, 页码: 3129-3140
作者:  Li, Kun;  Yuan, Liang;  Zhang, Yunquan;  Chen, Gongwei
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Clustering algorithms  Training  Mathematical models  Computational modeling  Libraries  Kernel  Support vector machines  Distributed machine learning  scalable algorithm  large-scale clustering  parallel regression  
NetSHa: In-Network Acceleration of LSH-Based Distributed Search 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 9, 页码: 2213-2229
作者:  Zhang, Penghao;  Pan, Heng;  Li, Zhenyu;  Cui, Penglai;  Jia, Ru;  He, Peng;  Zhang, Zhibin;  Tyson, Gareth;  Xie, Gaogang
收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07
Servers  Indexes  Costs  Task analysis  Hash functions  Concurrent computing  Aggregates  Local sensitive hashing  distributed search  in-network computation  
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  
Quantum Supremacy Circuit Simulation on Sunway TaihuLight 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2020, 卷号: 31, 期号: 4, 页码: 805-816
作者:  Li, Riling;  Wu, Bujiao;  Ying, Mingsheng;  Sun, Xiaoming;  Yang, Guangwen
收藏  |  浏览/下载：40/0  |  提交时间：2020/12/10
Qubit  Task analysis  Logic gates  Supercomputers  Circuit simulation  Quantum computing  quantum circuit simulation  Sunway TaihuLight  
BiloKey : A Scalable Bi-Index Locality-Aware In-Memory Key-Value Store 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2019, 卷号: 30, 期号: 7, 页码: 1528-1540
作者:  Ma, Wenlong;  Zhu, Yuqing;  Li, Cheng;  Guo, Mengying;  Bao, Yungang
收藏  |  浏览/下载：80/0  |  提交时间：2019/08/16
In-memory key-value store  multi-core scalability  locality-aware networking  hybrid index  lock-free access  
Parallel and Streaming Truth Discovery in Large-Scale Quantitative Crowdsourcing 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 卷号: 27, 期号: 10, 页码: 2984-2997
作者:  Ouyang, Robin Wentao;  Kaplan, Lance M.;  Toniolo, Alice;  Srivastava, Mani;  Norman, Timothy J.
收藏  |  浏览/下载：51/0  |  提交时间：2019/12/13
Crowdsourcing  truth discovery  quantitative task  big data  parallel algorithm  streaming algorithm  
Graphine: Programming Graph-Parallel Computation of Large Natural Graphs for Multicore Clusters 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 卷号: 27, 期号: 6, 页码: 1647-1659
作者:  Yan, Jie;  Tan, Guangming;  Mo, Zeyao;  Sun, Ninghui
收藏  |  浏览/下载：42/0  |  提交时间：2019/12/13
Graph-parallel  parallel framework  computational model