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检索条件"机构=National Center in Big Data and Cloud Computing"
709 条 记 录,以下是151-160 订阅
排序:
Multi-Dimensional Training Optimization for Efficient Federated Synergy Learning
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IEEE Transactions on Mobile computing 2025年
作者: Fu, Shucun Dong, Fang Chen, Runze Shen, Dian Zhang, Jinghui He, Qiang Southeast University School of Computer Science and Engineering Nanjing China 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 School of Computer Science and Technology Wuhan China
Edge learning (EL) is an end-to-edge collaborative learning paradigm enabling devices to participate in model training and data analysis, opening countless opportunities for edge intelligence. As a promising EL framew... 详细信息
来源: 评论
Differentially Private Deep Learning with Iterative Gradient Descent Optimization
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ACM/IMS Transactions on data Science 2021年 第4期2卷 1–27页
作者: Ding, Xiaofeng Chen, Lin Zhou, Pan Jiang, Wenbin Jin, Hai National Engineering Research Center for Big Data Technology and System Lab 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 Hubei Engineering Research Center on Big Data Security School of Cyber Science and Engineering Huazhong University of Science and Technology Wuhan430074 China
Deep learning has achieved great success in various areas and its success is closely linked to the availability of massive data. But in general, a large dataset could include sensitive data and therefore the model sho... 详细信息
来源: 评论
Timeseria: an object-oriented time series processing library
arXiv
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arXiv 2024年
作者: Russo, Stefano Alberto Taffoni, Giuliano Bortolussi, Luca Italian National Center For HPC Big Data and Quantum Computing Bologna Italy INAF - Italian National Institute for Astrophysics Observatory of Trieste Italy University of Trieste Department of Mathematics Informatics and Geosciences Trieste Italy
Timeseria is an object-oriented time series processing library implemented in Python, which aims at making it easier to manipulate time series data and to build statistical and machine learning models on top of it. Un... 详细信息
来源: 评论
It Takes Two to Tango: Serverless Workflow Serving via Bilaterally Engaged Resource Adaptation
arXiv
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arXiv 2025年
作者: Wu, Jing Wang, Lin Deng, Quanfeng Yu, Chen Zhang, Dong Yan, Bingheng Liu, Fangming 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 China Paderborn University Germany Inspur Data Co. Ltd. China Peng Cheng Laboratory China
Serverless platforms typically adopt an early-binding approach for function sizing, requiring developers to specify an immutable size for each function within a workflow beforehand. Accounting for potential runtime va... 详细信息
来源: 评论
Spatial multi-criteria approaches for estimating geogenic radon hazard index
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Science of the Total Environment 2024年 956卷 176419页
作者: Masoumi, Iman Maggio, Sabrina De Iaco, Sandra Ghezelbash, Reza Department of Economic Sciences University of Salento Lecce Italy National Centre for HPC Big Data and Quantum Computing Bologna Italy National Biodiversity Future Center Palermo Italy School of Mining Engineering College of Engineering University of Tehran Tehran Iran
The geogenic radon hazard index (GRHI) map plays a crucial role in evaluating radon exposure risks. The construction of this map requires a comprehensive analysis of radon levels in soil gas and some critical factors,... 详细信息
来源: 评论
HYPERBOLIC HYPERGRAPH NEURAL NETWORKS FOR MULTI-RELATIONAL KNOWLEDGE HYPERGRAPH REPRESENTATION
arXiv
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arXiv 2024年
作者: Li, Mengfan Shi, Xuanhua Qiao, Chenqi Zhang, Teng 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
Knowledge hypergraphs generalize knowledge graphs using hyperedges to connect multiple entities and depict complicated relations. Existing methods either transform hyperedges into an easier-to-handle set of binary rel... 详细信息
来源: 评论
Stealthy Backdoor Attack Towards Federated Automatic Speaker Verification
Stealthy Backdoor Attack Towards Federated Automatic Speaker...
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International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Longling Zhang Lyqi Liu Dan Meng Jun Wang Shengshan Hu School of Cyber Science and Engineering Huazhong University of Science and Technology China National Engineering Research Center for Big Data Technology and System Services Computing Technology and System Lab Hubei Key Laboratory of Distributed System Security Hubei Engineering Research Center on Big Data Security OPPO Research Institute China
Automatic speech verification (ASV) authenticates individuals based on distinct vocal patterns, playing a pivotal role in many applications such as voice-based unlocking systems for devices. The ASV system comprises t...
来源: 评论
Software-Defined, Fast and Strongly-Consistent data Replication for RDMA-Based PM datastores
Software-Defined, Fast and Strongly-Consistent Data Replicat...
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International Symposium on Parallel and Distributed Processing (IPDPS)
作者: Haodi Lu Haikun Liu Chencheng Ye Xiaofei Liao Fubing Mao Yu 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 Computing Science and Technology Huazhong University of Science and Technology China
Modern storage systems typically replicate data on multiple servers to provide high reliability and availability. However, most commercially-deployed datastores often fail to offer low latency, high throughput, and st...
来源: 评论
Video-Based Detection of Epileptic Spasms in IESS:Modeling,Detection,and Evaluation
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Journal of Shanghai Jiaotong university(Science) 2025年 第1期30卷 1-9页
作者: DING Lihui FU Lijun YANG Guang WAN Lin CHANG Zhijun Shenyang Institute of Computing Technology Chinese Academy of SciencesShenyang110168China University of Chinese Academy of Sciences Beijing100049China Laboratory of Big Data and Artificial Intelligence Technology Shandong UniversityJinan250100China Senior Department of Pediatrics The Seventh Medical Center of Chinese PLA General HospitalBeijing100700China Department of Pediatrics The First Medical Center of Chinese PLA General HospitalBeijing100853China The Second School of Clinical Medicine Southern Medical UniversityGuangzhou510280China The National Science Library Chinese Academy of SciencesBeijing100190China
Behavioral scoring based on clinical observations remains the gold standard for screening,diagnosing,and evaluating infantile epileptic spasm syndrome(IESS).The accurate identification of seizures is crucial for clini... 详细信息
来源: 评论
LOPO: An Out-of-order Layer Pulling Orchestration Strategy for Fast Microservice Startup  42
LOPO: An Out-of-order Layer Pulling Orchestration Strategy f...
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42nd IEEE International Conference on Computer Communications, INFOCOM 2023
作者: Gu, Lin Huang, Junhao Huang, Shaoxing Zeng, Deze Li, Bo Jin, Hai 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 School of Computer Science and Technology Wuhan China China University of Geosciences School of Computer Science Wuhan China Hong Kong University of Science and Technology Department of Computer Science and Engineering Hong Kong
Container based microservices have been widely applied to promote the cloud elasticity. The mainstream Docker containers are structured in layers, which are organized in stack with bottom-up dependency. To start a mic... 详细信息
来源: 评论