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HiHGNN: Accelerating HGNNs Through Parallelism and Data Reusability Exploitation 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 7, 页码: 1122-1138
作者:  Xue, Runzhen;  Han, Dengke;  Yan, Mingyu;  Zou, Mo;  Yang, Xiaocheng;  Wang, Duo;  Li, Wenming;  Tang, Zhimin;  Kim, John;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Semantics  Parallel processing  Graph neural networks  Vectors  Graphics processing units  Fuses  Hardware  GNN  GNN accelerator  graph neural network  HGNN  HGNN accelerator  heterogeneous graph neural network  
An Energy-Efficient In-Memory Accelerator for Graph Construction and Updating 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 6, 页码: 1781-1793
作者:  Chen, Mingkai;  Liu, Cheng;  Liang, Shengwen;  He, Lei;  Wang, Ying;  Zhang, Lei;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:2/0  |  提交时间:2024/12/06
Memory management  Buildings  Bandwidth  Hardware  Social networking (online)  Energy efficiency  Parallel processing  Graph construction  graph updating  near-data processing  nearest neighbors  power gating  stacked memory  
General Purpose Deep Learning Accelerator Based on Bit Interleaving 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1470-1483
作者:  Chang, Liang;  Lu, Hang;  Li, Chenglong;  Zhao, Xin;  Hu, Zhicheng;  Zhou, Jun;  Li, Xiaowei
收藏  |  浏览/下载:4/0  |  提交时间:2024/12/06
Synchronization  Parallel processing  Computational modeling  Training  Pragmatics  Power demand  Hardware acceleration  Accelerator  bit-level sparsity  deep neural network (DNN)  
Parallel Static Learning Toward Heterogeneous Computing Architectures 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 3, 页码: 983-993
作者:  Lin, Xiaoze;  Lai, Liyang;  Li, Huawei
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Automatic test pattern generation (ATPG)  graphics processing unit (GPU)  multicore CPU  parallel acceleration  static learning  
CAP: Communication-Aware Automated Parallelization for Deep Learning Inference on CMP Architectures 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 7, 页码: 1626-1639
作者:  Zou, Kaiwei;  Wang, Ying;  Cheng, Long;  Qu, Songyun;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:38/0  |  提交时间:2022/12/07
Kernel  Computer architecture  Multicore processing  Deep learning  System-on-chip  Parallel processing  Real-time systems  Neural networks  parallel processing  real-time and embedded systems  single-chip multiprocessors  reinforcement learning  structured sparsity  
Co-Active: A Workload-Aware Collaborative Cache Management Scheme for NVMe SSDs 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 6, 页码: 1437-1451
作者:  Sun, Hui;  Dai, Shangshang;  Huang, Jianzhong;  Qin, Xiao
收藏  |  浏览/下载:44/0  |  提交时间:2021/12/01
Time factors  Nonvolatile memory  Memory management  Parallel processing  Sun  Protocols  Degradation  Cache management  NAND flash  solid state disks  proactive write back  
A Flexible Divide-and-Conquer MPSoC Architecture for MIMO Interference Cancellation 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2017, 卷号: 25, 期号: 10, 页码: 2789-2802
作者:  Yuan, Luechao;  Liu, Cang;  Tang, Chuan;  Huang, Shan;  Chattopadhyay, Anupam;  Ascheid, Gerd;  Xing, Zuocheng
收藏  |  浏览/下载:49/0  |  提交时间:2019/12/12
Interference cancellation (IC)  matrix inversion  multiprocessor system-on-chip(MPSoC)  parallel processing  Tomlinson-Harashimaprecoding(THP)  
Parallel Processing Systems for Big Data: A Survey 期刊论文
PROCEEDINGS OF THE IEEE, 2016, 卷号: 104, 期号: 11, 页码: 2114-2136
作者:  Zhang, Yunquan;  Cao, Ting;  Li, Shigang;  Tian, Xinhui;  Yuan, Liang;  Jia, Haipeng;  Vasilakos, Athanasios V.
收藏  |  浏览/下载:62/0  |  提交时间:2019/12/13
Big data  machine learning  MapReduce  parallel processing  SQL  survey  
What Hill-Marty model learn from and break through Amdahl's law? 期刊论文
INFORMATION PROCESSING LETTERS, 2011, 卷号: 111, 期号: 23-24, 页码: 1092-1095
作者:  Yao, Erlin;  Bao, Yungang;  Chen, Mingyu
收藏  |  浏览/下载:82/0  |  提交时间:2019/12/16
Parallel processing  Multicore  Scalability  Amdahl's law  Hill-Marty model  
Design and implementation of communication system of the Dawning 6000 supercomputer 期刊论文
FRONTIERS OF COMPUTER SCIENCE IN CHINA, 2010, 卷号: 4, 期号: 4, 页码: 466-474
作者:  Li, Qiang;  Li, Bo;  Huo, Zhigang;  Sun, Ninghui
收藏  |  浏览/下载:73/0  |  提交时间:2019/12/16
hyper parallel processing (HPP)  global address space (GAS)  virtualization  Dawning 6000  unified parallel C (UPC)