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检索条件"机构=Cluster and Grid Computing Lab"
552 条 记 录,以下是21-30 订阅
排序:
FedRKG: A Privacy-Preserving Federated Recommendation Framework via Knowledge Graph Enhancement  18th
FedRKG: A Privacy-Preserving Federated Recommendation Framew...
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18th International Conference on Green, Pervasive, and Cloud computing, GPC 2023
作者: Yao, Dezhong Liu, Tongtong Cao, Qi Jin, Hai 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 Wuhan430074 China School of Computing Science University of Glasgow Glasgow United Kingdom
Federated Learning (FL) has emerged as a promising approach for preserving data privacy in recommendation systems by training models locally. Recently, Graph Neural Networks (GNN) have gained popularity in recommendat... 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
LSGraph: A Locality-centric High-performance Streaming Graph Engine  24
LSGraph: A Locality-centric High-performance Streaming Graph...
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19th European Conference on Computer Systems, EuroSys 2024
作者: Qi, Hao Wu, Yiyang He, Ligang Zhang, Yu Luo, Kang Cai, Minzhi Jin, Hai Zhang, Zhan Zhao, 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 China Department of Computer Science University of Warwick United Kingdom Zhejiang Lab China
Streaming graph has been broadly employed across various application domains. It involves updating edges to the graph and then performing analytics on the updated graph. However, existing solutions either suffer from ... 详细信息
来源: 评论
Towards High-Performance Graph Processing: From a Hardware/Software Co-Design Perspective
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Journal of Computer Science & Technology 2024年 第2期39卷 245-266页
作者: 廖小飞 赵文举 金海 姚鹏程 黄禹 王庆刚 赵进 郑龙 张宇 邵志远 National Engineering Research Center for Big Data Technology and System School of Computer Science and Technology Huazhong University of Science and TechnologyWuhan 430074China Services Computing Technology and System Laboratory School of Computer Science and Technology Huazhong University of Science and TechnologyWuhan 430074China Cluster and Grid Computing Laboratory School of Computer Science and TechnologyHuazhong University of Science and TechnologyWuhan 430074China Zhejiang Lab Hangzhou 311121China
Graph processing has been widely used in many scenarios,from scientific computing to artificial *** processing exhibits irregular computational parallelism and random memory accesses,unlike traditional ***,running gra... 详细信息
来源: 评论
Resource investment for DDoS attack resistant SDN: a practical assessment
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Science China(Information Sciences) 2023年 第7期66卷 112-129页
作者: Bin YUAN Fan ZHANG Jun WAN Huan ZHAO Shui YU Deqing ZOU Qiangsheng HUA Hai JIN School of Cyber Science and Engineering Huazhong University of Science and Technology National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Hubei Engineering Research Center on Big Data Security Shenzhen Huazhong University of Science and Technology Research Institute School of Computer Science and Technology Huazhong University of Science and Technology Cluster and Grid Computing Lab School of Computer Science University of Technology Sydney
Software-defined networks(SDNs) present a novel network architecture that is widely used in various datacenters. However, SDNs also suffer from many types of security threats, among which a distributed denial of servi... 详细信息
来源: 评论
Efficient Remote Memory Paging for Disaggregated Memory Systems  1
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22nd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2022
作者: Wang, Tao Liu, Haikun Jin, Hai 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 Wuhan430074 China
Memory disaggregation has attracted increasing attention in recent years because it is a cost-efficient approach to scale memory capacity for applications in a data center. However, the latency of remote memory access... 详细信息
来源: 评论
Anole: A Lightweight and Verifiable Learned-Based Index for Time Range Query on Blockchain Systems  28th
Anole: A Lightweight and Verifiable Learned-Based Index for...
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28th International Conference on Database Systems for Advanced Applications, DASFAA 2023
作者: Chang, Jian Li, Binhong Xiao, Jiang Lin, Licheng Jin, Hai 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 Wuhan430074 China
Time range query is essential to facilitate a wide range of blockchain applications such as data provenance in the supply chain. Existing blockchain systems adopt the storage-consuming tree-based index structure for b... 详细信息
来源: 评论
Fast Parallel Recovery for Transactional Stream Processing on Multicores  40
Fast Parallel Recovery for Transactional Stream Processing o...
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40th IEEE International Conference on Data Engineering, ICDE 2024
作者: Zhao, Jianjun Liu, Haikun Zhang, Shuhao Duan, Zhuohui Liao, Xiaofei Jin, Hai Zhang, Yu School of Computer Science and Technology Huazhong University of Science and Technology National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Cluster and Grid Computing Lab Wuhan China School of Computer Science and Engineering Nanyang Technological University Singapore
Transactional stream processing engines (TSPEs) have gained increasing attention due to their capability of processing real-time stream applications with transactional semantics. However, TSPEs remain susceptible to s... 详细信息
来源: 评论
LibAMM: Empirical Insights into Approximate computing for Accelerating Matrix Multiplication  38
LibAMM: Empirical Insights into Approximate Computing for Ac...
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38th Conference on Neural Information Processing Systems, NeurIPS 2024
作者: Zeng, Xianzhi Jiang, Wenchao Zhang, Shuhao National Engineering Research Center for Big DataTechnology 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 Wuhan430074 China Nanyang Technological University Singapore Singapore University of Technology and Design Singapore
Matrix multiplication (MM) is pivotal in fields from deep learning to scientific computing, driving the quest for improved computational efficiency. Accelerating MM encompasses strategies like complexity reduction, pa...
来源: 评论
SharDAG: Scaling DAG-Based Blockchains Via Adaptive Sharding  40
SharDAG: Scaling DAG-Based Blockchains Via Adaptive Sharding
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40th IEEE International Conference on Data Engineering, ICDE 2024
作者: Cheng, Feng Xiao, Jiang Liu, Cunyang Zhang, Shijie Zhou, Yifan Li, Bo Li, Baochun Jin, Hai School of Computer Science and Technology Huazhong University of Science and Technology National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Cluster and Grid Computing Lab China Hong Kong University of Science and Technology Hong Kong University of Toronto Canada
Directed Acyclic Graph (DAG)-based blockchain (a.k.a distributed ledger) has become prevalent for supporting highly concurrent applications. Its inherent parallel data structure accelerates block generation significan... 详细信息
来源: 评论