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检索条件"机构=Cluster and Grid Computing Laboratory School of Computer Science and Technology"
604 条 记 录,以下是381-390 订阅
排序:
Fast and Scalable Gate-Level Simulation in Massively Parallel Systems
Fast and Scalable Gate-Level Simulation in Massively Paralle...
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IEEE International Conference on computer-Aided Design
作者: Haichuan Hu Zichen Xu Yuhao Wang Fangming Liu Services Computing Technology and System Lab Cluster and Grid Computing Lab National Engineering Research Center for Big Data Technology and System School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China School of Mathematics and Computer Science Nanchang University Nanchang China Pengcheng Laboratory Shenzhen China
The natural bijection between a proposed circuit design and its graph representation shall allow any graph optimization algorithm deploying into many-core systems efficiently. However, this process suffers from the ex...
来源: 评论
SumPA: Efficient Pattern-Centric Graph Mining with Pattern Abstraction  21
SumPA: Efficient Pattern-Centric Graph Mining with Pattern A...
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Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques
作者: Chuangyi Gui Xiaofei Liao Long Zheng Pengcheng Yao Qinggang Wang Hai Jin 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 Wuhan China
Graph mining aims to explore interesting structural information of a graph. Pattern-centric systems typically transform a generic-purpose graph mining problem into a series of subgraph matching problems for high perfo... 详细信息
来源: 评论
HiNUMA: NUMA-Aware Data Placement and Migration in Hybrid Memory Systems
HiNUMA: NUMA-Aware Data Placement and Migration in Hybrid Me...
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IEEE International Conference on computer Design: VLSI in computers and Processors, (ICCD)
作者: Zhuohui Duan Haikun Liu Xiaofei Liao Hai Jin Wenbin Jiang Yu Zhang 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
Non-uniform memory access (NUMA) architectures feature asymmetrical memory access latencies on different CPU nodes. Hybrid memory systems composed of non-volatile memory (NVM) and DRAM further diversify memory access ... 详细信息
来源: 评论
Reasoning Based Workload Performance Prediction in Cloud Data Centers
Reasoning Based Workload Performance Prediction in Cloud Dat...
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IEEE International Conference on Cloud computing technology and science
作者: Adeel Aslam Hanhua Chen Jiang Xiao Hai Jin National Engineering Research Center for Big Data Technology and System Cluster and Grid Computing Lab Services Computing Technology and System Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan China
Cloud computing provides utility-based and scalable services to end-users. In the past decade, the demands for resource management in cloud computing have increased substantially which lead to certain challenges such ...
来源: 评论
Grace: An Efficient Parallel SPARQL Query System over Large-Scale RDF Data
Grace: An Efficient Parallel SPARQL Query System over Large-...
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International Conference on computer Supported Cooperative Work in Design
作者: Xiang Kang Yuying Zhao Pingpeng Yuan 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 Technology Huazhong University of Science and Technology Wuhan China
As a markup language for describing web resources, RDF is often used to represent graph data. SPARQL is a standard query language for RDF data, which is convenient in querying RDF. As RDF data grows rapidly, how to de... 详细信息
来源: 评论
Fine-grained Scheduling in FPGA-Based Convolutional Neural Networks
Fine-grained Scheduling in FPGA-Based Convolutional Neural N...
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IEEE International Conference on Cloud computing and Big Data Analysis (ICCCBDA)
作者: Wei Zhang Xiaofei Liao 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 Technology Huazhong University of Science and Technology Wuhan China
FPGA has been considered as a promising solution to accelerate Convolutional Neural Networks (CNNs) for its excellent performance in energy efficiency and programmability. However, prior designs are usually designed f... 详细信息
来源: 评论
Multi-task representation learning with multi-view graph convolutional networks
arXiv
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arXiv 2021年
作者: Huang, Hong Song, Yu Wu, Yao Shi, Jia Xie, Xia Jin, Hai National Engineering Research Center for Big Data Technology Service Computing Technology and System Lab Cluster and Grid Computing Lab School of Computer Science and Technology Huazhong University of Science and Technology Wuhan430074 China
Link prediction and node classification are two important downstream tasks of network representation learning. Existing methods have achieved acceptable results but they perform these two tasks separately, which requi... 详细信息
来源: 评论
Optimal Margin Distribution Machine with Sparsity Inducing Penalty
Optimal Margin Distribution Machine with Sparsity Inducing P...
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International Conference on Big Data and Smart computing (BIGCOMP)
作者: Teng Zhang 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 Technology Huazhong University of Science and Technology Wuhan China
Recently a promising research direction of statistical learning has been advocated, i.e., the optimal margin distribution learning, with the central idea of optimizing the margin distribution. As the most representati... 详细信息
来源: 评论
A Locality-Aware Energy-Efficient Accelerator for Graph Mining Applications
A Locality-Aware Energy-Efficient Accelerator for Graph Mini...
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IEEE/ACM International Symposium on Microarchitecture (MICRO)
作者: Pengcheng Yao Long Zheng Zhen Zeng Yu Huang Chuangyi Gui Xiaofei Liao Hai Jin Jingling Xue 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 School of Computer Science and Engineering UNSW Sydney Australia
Graph mining is becoming increasingly important due to the ever-increasing demands on analyzing complex structures in graphs. Existing graph accelerators typically hold most of the randomly-accessed data in an on-chip... 详细信息
来源: 评论
CPSAA: Accelerating Sparse Attention using Crossbar-based Processing-In-Memory Architecture
arXiv
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arXiv 2022年
作者: Li, Huize Jin, Hai Zheng, Long Liao, Xiaofei Huang, Yu Liu, Cong Xu, Jiahong Duan, Zhuohui Chen, Dan Gui, Chuangyi 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
The attention-based neural network attracts great interest due to its excellent accuracy enhancement. However, the attention mechanism requires huge computational efforts to process unnecessary calculations, significa... 详细信息
来源: 评论