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Sketch-fusion: A gradient compression method with multi-layer fusion for communication-efficient distributed training 期刊论文
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2024, 卷号: 185, 页码: 10
作者:  Dai, Lingfei;  Gong, Luqi;  An, Zhulin;  Xu, Yongjun;  Diao, Boyu
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Gradient compression  Multi-layer fusion  Distributed stochastic gradient descent  Deep learning training  
Distributed Multi-GPU Ab Initio Density Matrix Renormalization Group Algorithm with Applications to the P-Cluster of Nitrogenase 期刊论文
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2024, 卷号: 20, 期号: 2, 页码: 775-786
作者:  Xiang, Chunyang;  Jia, Weile;  Fang, Wei-Hai;  Li, Zhendong
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Vehicle-cluster-based opportunistic relays for data collection in intelligent transportation systems 期刊论文
COMPUTER NETWORKS, 2023, 卷号: 220, 页码: 13
作者:  Sun, Sheng;  Zhang, Zengqi;  Pan, Quyang;  Liu, Min;  Li, Zhongcheng
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Intelligent transportation system  Channel allocation  Device association  
Localized Resolution of Identity Approach to the Analytical Gradients of Random-Phase Approximation Ground-State Energy: Algorithm and Benchmarks 期刊论文
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2022, 页码: 15
作者:  Tahir, Muhammad N.;  Zhu, Tong;  Shang, Honghui;  Li, Jia;  Blum, Volker;  Ren, Xinguo
收藏  |  浏览/下载：19/0  |  提交时间：2022/12/07
Breast Cancer Molecular Subtype Prediction on Pathological Images with Discriminative Patch Selection and Multi-Instance Learning 期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 11
作者:  Liu, Hong;  Xu, Wen-Dong;  Shang, Zi-Hao;  Wang, Xiang-Dong;  Zhou, Hai-Yan;  Ma, Ke-Wen;  Zhou, Huan;  Qi, Jia-Lin;  Jiang, Jia-Rui;  Tan, Li-Lan;  Zeng, Hui-Min;  Cai, Hui-Juan;  Wang, Kuan-Song;  Qian, Yue-Liang
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
pathological image  weakly supervised learning  molecular subtype  breast cancer  H&E  
Load Balance Guaranteed Vehicle-to-Vehicle Computation Offloading for Min-Max Fairness in VANETs 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 20
作者:  Wu, Yalan;  Wu, Jigang;  Chen, Long;  Yan, Jiaquan;  Han, Yinhe
收藏  |  浏览/下载：26/0  |  提交时间：2022/06/21
Task analysis  Vehicular ad hoc networks  Delays  Heuristic algorithms  Power control  Energy consumption  Reinforcement learning  VANET  task offloading  load balance  power control  machine learning  
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  
Estimating the Resource Demand in Power-Aware Clusters by Regressing a Linearly Dependent Relation 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2021, 卷号: 6, 期号: 3, 页码: 385-397
作者:  Hu, Cheng;  Deng, Yuhui;  Yang, Laurence T.;  Zhao, Yufan
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Estimation  Servers  Linear regression  Quality of service  Computational modeling  Analytical models  Task analysis  Resource demand estimation  linear regression  power-aware cluster  QoS  SLA  
Virtual machine placement strategy using cluster-based genetic algorithm 期刊论文
NEUROCOMPUTING, 2021, 卷号: 428, 页码: 310-316
作者:  Zhang, Binbin;  Wang, Xiao;  Wang, Hao
收藏  |  浏览/下载：27/0  |  提交时间：2021/12/01
Virtual machine  Live migration  Bin packing  Genetic algorithm  Cluster algorithm  
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