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检索条件"机构=National Laboratory of Parallel and Distributed Processing School of Computer"
656 条 记 录,以下是41-50 订阅
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DCSA: The Deployment Mechanism of Chained Serverless Applications in JointCloud Environment
DCSA: The Deployment Mechanism of Chained Serverless Applica...
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IEEE International Conference on Joint Cloud Computing (JCC)
作者: Yaojie Li Peichang Shi Jianfei Liu Rui Li Fei Gao Penghui Ma Dong Xie Guodong Yi National Key Laboratory of Parallel and Distributed Processing College of Computer Science National University of Defense Technology Changsha China Xiangjiang Lab Changsha China School of Advanced Interdisciplinary Studies Hunan University Of Technology and Business Changsha China
Serverless computing, comprised of Function as a Service (FaaS) and Backend as a Service (BaaS), has garnered widespread attention owning to its features such as maintenance-free operations, pay-per-use pricing, and a... 详细信息
来源: 评论
MilKBQA: A Complex Knowledge Base Question Answering Dataset on Chinese Military Field  6
MilKBQA: A Complex Knowledge Base Question Answering Dataset...
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6th IEEE International Conference on Data Science in Cyberspace, DSC 2021
作者: Xu, Pike Li, Tiejun Huang, Zhen Guo, Min He, Jiezhong Sun, Ding Institute Of Computer National University Of Defense Technology Changsha China National University Of Defense Technology Laboratory Of Parallel And Distributed Processing Changsha China School Of Computer National University Of Defense Technology Changsha China
Facts in military field tend to involve elements of time, space, quantity, status, and so on. Existing methods of representing knowledge in the form of triples fail to adequately express these facts, and also cause ob... 详细信息
来源: 评论
Differentially Private and Heterogeneity-Robust Federated Learning With Theoretical Guarantee
IEEE Transactions on Artificial Intelligence
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IEEE Transactions on Artificial Intelligence 2024年 第12期5卷 6369-6384页
作者: Wang, Xiuhua Wang, Shuai Li, Yiwei Fan, Fengrui Li, Shikang Lin, Xiaodong Huazhong University of Science and Technology Hubei Key Laboratory of Distributed System Security Hubei Engineering Research Center on Big Data Security School of Cyber Science and Engineering Wuhan430074 China University of Electronic Science and Technology of China National Key Laboratory of Wireless Communications Chengdu611731 China Xiamen University of Technology Fujian Key Laboratory of Communication Network and Information Processing Xiamen361024 China University of Guelph School of Computer Science GuelphONN1G 2W1 Canada
Federated learning (FL) is a popular distributed paradigm where enormous clients collaboratively train a machine learning (ML) model under the orchestration of a central server without knowing the clients' private... 详细信息
来源: 评论
Merak: An Efficient distributed DNN Training Framework with Automated 3D parallelism for Giant Foundation Models
arXiv
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arXiv 2022年
作者: Lai, Zhiquan Li, Shengwei Tang, Xudong Ge, Keshi Liu, Weijie Duan, Yabo Qiao, Linbo Li, Dongsheng The National Laboratory for Parallel and Distributed Processing College of Computer National University of Defense Technology in Changsha Hunan China
Foundation models are in the process of becoming the dominant deep learning technology. Pretraining a foundation model is always time-consuming due to the large scale of both the model parameter and training dataset. ... 详细信息
来源: 评论
SCGraph: Accelerating Sample-based GNN Training by Staged Caching of Features on GPUs
SCGraph: Accelerating Sample-based GNN Training by Staged Ca...
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IEEE International Conference on Big Data and Cloud Computing (BdCloud)
作者: Yuqi He Zhiquan Lai Zhejiang Ran Lizhi Zhang Dongsheng Li National Key Laboratory of Parallel and Distributed Processing College of Computer National University of Defense Technology Changsha China
Graph neural networks (GNNs) have been becoming important tools for processing structured graph data and successfully applied to multiple graph-based application scenarios. The existing GNN systems adopt sample-based ... 详细信息
来源: 评论
Two-Stage Convolutional Neural Network for Knee Osteoarthritis Diagnosis in X-Rays
Two-Stage Convolutional Neural Network for Knee Osteoarthrit...
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International Conference on Medical Imaging and computer-Aided Diagnosis, MICAD 2021
作者: Wang, Kang Niu, Xin Dou, Yong Yang, Di Xie, Dongxing Yang, Tuo National Laboratory for Parallel and Distributed Processing School of Computer National University of Defense Technology Changsha410073 China Department of Orthopaedics Xiangya Hospital Central South University Changsha410008 China Department of Health Management Center Xiangya Hospital Central South University Changsha410008 China
Knee osteoarthritis (OA) is a common musculoskeletal illness. To solve the problem that inaccurate knee joint localization and inadequate knee OA features extracted from plain radiographs affect the accuracy of knee O... 详细信息
来源: 评论
Toward a reference architecture based science gateway framework with embedded e-learning support
Toward a reference architecture based science gateway framew...
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作者: Pierantoni, Gabriele Kiss, Tamas Bolotov, Alexander Kagialis, Dimitrios DesLauriers, James Ullah, Amjad Chen, Huankai Fee, David Chan You Dang, Hai-Van Kovacs, Jozsef Belehaki, Anna Herekakis, Themistocles Tsagouri, Ioanna Gesing, Sandra School of Computer Science and Engineering University of Westminster London United Kingdom Parallel and Distributed Systems Laboratory SZTAKI Budapest Hungary Institute of Astronomy Astrophysics Space Applications and Remote Sensing National Observatory of Athens Athens Greece Department of Computer Science and Engineering University of Notre Dame Notre DameIN United States
Science gateways have been widely utilized by a large number of user communities to simplify access to complex distributed computing infrastructures. While science gateways are still becoming increasingly popular and ... 详细信息
来源: 评论
A Fast Adversarial Sample Detection Approach for Industrial Internet-of-Things Applications
A Fast Adversarial Sample Detection Approach for Industrial ...
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International Workshop on Quality of Service
作者: Shigeng Zhang Yudong Li Shuxin Chen Xuan Li Jian Zhang School of Computer Science and Engineering Central South University College of Computer Science and Electronic Engineering Hunan University The Science and Technology on Parallel and Distributed Processing Laboratory (PDL) China
Adversarial attacks reveal the inherent vulnerability of deep neural networks, which face serious security issues for their security. Among them, the attack against the Deep Neural Network (DNN) application used in th...
来源: 评论
A Novel Evaluation Strategy to Artificial Neural Network Model Based on Bionics
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Journal of Bionic Engineering 2022年 第1期19卷 224-239页
作者: Sen Tian Jin Zhang Xuanyu Shu Lingyu Chen Xin Niu You Wang School of Mathematics and Statistics Hunan Normal UniversityChangsha410081China College of Information Science and Engineering Hunan Normal UniversityChangsha410081China School of Computer and Communication Engineering Changsha University of Science and TechnologyChangsha410114China Key Laboratory of Industrial Control Technology Zhejiang UniversityHangzhou310058China Science and Technology on Parallel and Distributed Laboratory College of ComputerNational University of Defense TechnologyChangsha410199China Key Laboratory of Industrial Control Technology Institute of Cyber Systems and ControlZhejiang UniversityHangzhou310027China
With the continuous deepening of Artificial Neural Network(ANN)research,ANN model structure and function are improving towards diversification and ***,the model is more evaluated from the pros and cons of the problem-... 详细信息
来源: 评论
High-performance Network Traffic Classification Based on Graph Neural Network
High-performance Network Traffic Classification Based on Gra...
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IEEE Information Technology, Networking, Electronic and Automation Control Conference
作者: Bo Pang Yongquan Fu Siyuan Ren Yan Jia College of Computer Science and Technology Harbin Institute of Technology Shenzhen China National Key Laboratory for Parallel and Distributed Processing College of Computer National University of Defense Technology Changesha China Peng Cheng Laboratory Shen Zhen China
Network traffic classification is crucial for network security and network management and is one of the most important network tasks. Current state-of-the-art traffic classifiers are based on deep learning models to a... 详细信息
来源: 评论