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Microbiome Resilience and Health Implications for People in Half-Year Travel 期刊论文
FRONTIERS IN IMMUNOLOGY, 2022, 卷号: 13, 页码: 15
作者:  Cheng, Mingyue;  Liu, Hong;  Han, Maozhen;  Li, Shuai Cheng;  Bu, Dongbo;  Sun, Shiwei;  Hu, Zhiqiang;  Yang, Pengshuo;  Wang, Rui;  Liu, Yawen;  Chen, Feng;  Peng, Jianjun;  Peng, Hong;  Song, Hongxing;  Xia, Yang;  Chu, Liqun;  Zhou, Quan;  Guan, Feng;  Wu, Jing;  Tan, Guangming;  Ning, Kang
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
travel  enterotype  microbiome  bi-directional plasticity  resilience  dietary shift  immunity  health  
A Pattern-Based SpGEMM Library for Multi-Core and Many-Core Architectures 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 1, 页码: 159-175
作者:  Xie, Zhen;  Tan, Guangming;  Liu, Weifeng;  Sun, Ninghui
收藏  |  浏览/下载：41/0  |  提交时间：2021/12/01
Libraries  Sparse matrices  Prediction algorithms  Neural networks  Predictive models  Memory management  Tuners  SpGEMM  spare BLAS  sparse format  auto-tuning  neural network  
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：34/0  |  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  
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：48/0  |  提交时间：2020/12/10
SGD  Unbalanced workload  SimuParallel SGD  Distributed system  
Automatic Generation of High-Performance FFT Kernels on Arm and X86 CPUs 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2020, 卷号: 31, 期号: 8, 页码: 1925-1941
作者:  Li, Zhihao;  Jia, Haipeng;  Zhang, Yunquan;  Chen, Tun;  Yuan, Liang;  Vuduc, Richard
收藏  |  浏览/下载：56/0  |  提交时间：2020/12/10
AutoFFT  FFT  code generation  template  DFT  
DNNTune: Automatic Benchmarking DNN Models for Mobile-cloud Computing 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2019, 卷号: 16, 期号: 4, 页码: 26
作者:  Xia, Chunwei;  Zhao, Jiacheng;  Cui, Huimin;  Feng, Xiaobing;  Xue, Jingling
收藏  |  浏览/下载：87/0  |  提交时间：2020/12/10
DNN  mobile-cloud computing  heterogeneous computing  
Register-Aware Optimizations for Parallel Sparse Matrix-Matrix Multiplication 期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2019, 卷号: 47, 期号: 3, 页码: 403-417
作者:  Liu, Junhong;  He, Xin;  Liu, Weifeng;  Tan, Guangming
收藏  |  浏览/下载：78/0  |  提交时间：2019/08/16
Sparse matrix  Sparse matrix-matrix multiplication  GPU  Register  
ElasticActor: An Actor System with Automatic Granularity Adjustment 期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2019, 卷号: 47, 期号: 3, 页码: 520-534
作者:  Zhao, Peng;  Liu, Lei;  Cao, Wei;  Dong, Xiao;  Li, Jiansong;  Feng, Xiaobing
收藏  |  浏览/下载：260/0  |  提交时间：2019/08/16
Actor model  Concurrency granularity  Cloud computing  Performance optimization  
Cacheap: Portable and Collaborative I/O Optimization for Graph Processing 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019, 卷号: 34, 期号: 3, 页码: 690-706
作者:  Zhao, Peng;  Ding, Chen;  Liu, Lei;  Yu, Jiping;  Han, Wentao;  Feng, Xiao-Bing
收藏  |  浏览/下载：74/0  |  提交时间：2019/08/16
out-of-core graph processing system  I/O optimization  memory cache  graph analytics  locality  
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：73/0  |  提交时间：2019/04/03
HartSift  SIFT  CPU  High performance  Feature extraction