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检索条件"机构=Services Computing Technology and System Lab Cluster and Grid Computing"
588 条 记 录,以下是191-200 订阅
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grid and Cooperative computing - GCC 2004 Workshops  1
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丛书名: Lecture Notes in Computer Science
1000年
作者: Hai Jin Yi Pan Nong Xiao Jianhua Sun
Welcome to the proceedings of GCC2004 and the city of Wuhan. grid computing has become a mainstream research area in computer science and the GCC conference has become one of the premier forums for presentation of new... 详细信息
来源: 评论
FedEdge: Accelerating Edge-Assisted Federated Learning  23
FedEdge: Accelerating Edge-Assisted Federated Learning
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2023 World Wide Web Conference, WWW 2023
作者: Wang, Kaibin He, Qiang Chen, Feifei Jin, Hai Yang, Yun School of Computer Science and Technology Huazhong University of Science and Technology China Department of Computing Technologies Swinburne University of Technology Australia School of Information Technology Deakin University Australia National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Cluster and Grid Computing Lab Huazhong University of Science and Technology Wuhan430074 China
Federated learning (FL) has been widely acknowledged as a promising solution to training machine learning (ML) model training with privacy preservation. To reduce the traffic overheads incurred by FL systems, edge ser... 详细信息
来源: 评论
Optimization of asynchronous graph processing on GPU with hybrid coloring model  2015
Optimization of asynchronous graph processing on GPU with hy...
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20th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPoPP 2015
作者: Shi, Xuanhua Liang, Junling Di, Sheng He, Bingsheng Jin, Hai Lu, Lu Wang, Zhixiang Luo, Xuan Zhong, Jianlong Services Computing Technology and System Lab. Cluster and Grid Computing Lab. School of Computer Science and Technology Huazhong University of Science and Technology China Argonne National Laboratory United States School of Computer Engineering Nanyang Technological University Singapore Singapore
Modern GPUs have been widely used to accelerate the graph processing for complicated computational problems regarding graph theory. Many parallel graph algorithms adopt the asynchronous computing model to accelerate t... 详细信息
来源: 评论
Container lifecycle-aware scheduling for serverless computing
Container lifecycle-aware scheduling for serverless computin...
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作者: Wu, Song Tao, Zhiheng Fan, Hao Huang, Zhuo Zhang, Xinmin Jin, Hai Yu, Chen Cao, Chun National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China State Key Laboratory for Novel Software Technology Department of Computer Science and Technology Nanjing University Nanjing China
Elastic scaling in response to changes on demand is a main benefit of serverless computing. When bursty workloads arrive, a serverless platform launches many new containers and initializes function environments (known... 详细信息
来源: 评论
A nearly optimal distributed algorithm for computing the weighted girth
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Science China(Information Sciences) 2021年 第11期64卷 80-94页
作者: Qiang-Sheng HUA Lixiang QIAN Dongxiao YU Xuanhua SHI Hai JIN National Engineering Research Center for Big Data Technology and System/Services Computing Technology and System Lab/Cluster and Grid Computing Lab School of Computer Science and TechnologyHuazhong University of Science and Technology School of Computer Science and Technology Shandong University
computing the weighted girth, which is the sum of weights of edges in the minimum weight cycle,is an important problem in network analysis. The problem for distributively computing girth in unweighted graphs has garne... 详细信息
来源: 评论
Partitioning large-scale property graph for efficient distributed query processing  21
Partitioning large-scale property graph for efficient distri...
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21st IEEE International Conference on High Performance computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and systems, HPCC/SmartCity/DSS 2019
作者: Pang, Haohan Gan, Peng Yuan, Pingpeng Jin, Hai Hua, Qiangsheng National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab. Clusters and Grid Computing Lab. School of Computer Science and Technology Huazhong University of Science and Technology Wuhan430074 China
Recently, many communities have published their domain knowledge in the form of graphs. A significant trend is that the relations between pairs of nodes in the graph have become so complex that these data can be treat... 详细信息
来源: 评论
LEEN: Locality/fairness-aware key partitioning for MapReduce in the cloud
LEEN: Locality/fairness-aware key partitioning for MapReduce...
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2nd IEEE International Conference on Cloud computing technology and Science, CloudCom 2010
作者: Ibrahim, Shadi Jin, Hai Lu, Lu Wu, Song He, Bingsheng Qi, Li Cluster and Grid Computing Lab Services Computing Technology and System Lab Huazhong University of Science and Technology Wuhan 430074 China School of Computer Engineering Nanyang Technological University Singapore 639798 Singapore Information and Technology Department China Development Bank Beijing 100037 China
This paper investigates the problem of Partitioning Skew1 in MapReduce-based system. Our studies with Hadoop, a widely used MapReduce implementation, demonstrate that the presence of partitioning skew causes a huge am... 详细信息
来源: 评论
Efficient distributed algorithms for holistic aggregation functions on random regular graphs
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Science China(Information Sciences) 2022年 第5期65卷 32-50页
作者: Lin JIA Qiang-Sheng HUA Haoqiang FAN Qiuping WANG Hai JIN National Engineering Research Center for Big Data Technology and System/Services Computing Technology and System Lab/Cluster and Grid Computing Lab School of Computer Science and TechnologyHuazhong University of Science and Technology Institute for Interdisciplinary Information Science Tsinghua University
In this paper, we propose efficient distributed algorithms for three holistic aggregation functions on random regular graphs that are good candidates for network topology in next-generation data *** three holistic agg... 详细信息
来源: 评论
grid and Cooperative computing - GCC 2004  1
收藏 引用
丛书名: Lecture Notes in Computer Science
1000年
作者: Hai Jin Yi Pan Nong Xiao Jianhua Sun
Welcome to the proceedings of GCC2004 and the city of Wuhan. grid computing has become a mainstream research area in computer science and the GCC conference has become one of the premier forums for presentation of new... 详细信息
来源: 评论
CDA-GNN: A Chain-driven Accelerator for Efficient Asynchronous Graph Neural Network  24
CDA-GNN: A Chain-driven Accelerator for Efficient Asynchrono...
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61st ACM/IEEE Design Automation Conference, DAC 2024
作者: Yu, Hui Zhang, Yu He, Ligang He, Donghao Li, Qikun Zhao, Jin Liao, Xiaofei Jin, Hai Gu, Lin Liu, Haikun National Engineering Research Center for Big Data Technology and System Service Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology China Department of Computer Science University of Warwick United Kingdom
Asynchronous Graph Neural Network (AGNN) has attracted much research attention because it enables faster convergence speed than the synchronous GNN. However, existing software/hardware solutions suffer from redundant ... 详细信息
来源: 评论