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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21-30 订阅
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Offline Imitation Learning Using Reward-free Exploratory Data  5
Offline Imitation Learning Using Reward-free Exploratory Dat...
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5th International Conference on Algorithms, Computing and Artificial Intelligence, ACAI 2022
作者: Wang, Hao Feng, Dawei Ding, Bo Li, Wei College of Computer National University of Defense Technology Changsha Hunan China National Laboratory for Parallel and Distributed Processing National University of Defense Technology Changsha China Independent Researcher GuangZhou China
Offline imitative learning(OIL) is often used to solve complex continuous decision-making tasks. For these tasks such as robot control, automatic driving and etc., it is either difficult to design an effective reward ... 详细信息
来源: 评论
Evaluating matrix multiplication-based convolution algorithm on multi-core digital signal processors
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Guofang Keji Daxue Xuebao/Journal of national University of Defense Technology 2023年 第1期45卷 86-94页
作者: Wang, Qinglin Pei, Xiangdong Liao, Linyu Wang, Haoxu Li, Rongchun Mei, Songzhu Li, Dongsheng College of Computer Science and Technology National University of Defense Technology Changsha410073 China Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha410073 China
The matrix multiplication-based convolutional algorithm, which can efficiently implement convolutions with different parameters, is the first choice of convolution performance optimization for a given chip. Based on t... 详细信息
来源: 评论
Feature and Performance Comparison of FaaS Platforms  14
Feature and Performance Comparison of FaaS Platforms
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14th IEEE International Conference on Software Engineering and Service Science, ICSESS 2023
作者: Ma, Penghui Shi, Peichang Yi, Guodong College of Computer Science National University of Defense Technology National Key Laboratory of Parallel and Distributed Processing Changsha410073 China College of Computer Science National University of Defense Technology Key Laboratory of Software Engineering for Complex Systems Changsha410073 China Xiangjiang Lab Changsha410073 China School of Advanced Interdisciplinary Studies Hunan University of Technology and Business Changsha410073 China
With serverless computing offering more efficient and cost-effective application deployment, the diversity of serverless platforms presents challenges to users, including platform lock-in and costly migration. Moreove... 详细信息
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Smoothing Point Adjustment-Based Evaluation of Time Series Anomaly Detection
Smoothing Point Adjustment-Based Evaluation of Time Series A...
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International Conference on Acoustics, Speech, and Signal processing (ICASSP)
作者: Mingyu Liu Yijie Wang Hongzuo Xu Xiaohui Zhou Bin Li Yongjun Wang Science and Technology on Parallel and Distributed Processing Laboratory College of Computer National University of Defense Technology Changsha China
Anomalies in time series appear consecutively, forming anomaly segments. Applying the classical point-based evaluation metrics to evaluate the detection performance of segments leads to considerable underestimation, s... 详细信息
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Effective Anomaly Detection Based on Reinforcement Learning in Network Traffic Data  27
Effective Anomaly Detection Based on Reinforcement Learning ...
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27th IEEE International Conference on parallel and distributed Systems, ICPADS 2021
作者: Wang, Zhongyang Wang, Yijie Xu, Hongzuo Wang, Yongjun National University of Defense Technology Science and Technology on Parallel Distributed Processing Laboratory College of Computer China
Mixed-type data with both categorical and numerical features are ubiquitous in network security, but the existing methods are minimal to deal with them. Existing methods usually process mixed-type data through feature... 详细信息
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The parallelized Cuckoo Filter for Cold Data Representation  23
The Parallelized Cuckoo Filter for Cold Data Representation
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23rd IEEE International Conference on High Performance Computing and Communications, 7th IEEE International Conference on Data Science and Systems, 19th IEEE International Conference on Smart City and 7th IEEE International Conference on Dependability in Sensor, Cloud and Big Data Systems and Applications, HPCC-DSS-SmartCity-DependSys 2021
作者: Sun, Bowen Luo, Lailong Li, Shangsen Chen, Yingwen Guo, Deke College of Computer National University of Defense Technology China National University of Defense Technology Science and Technology on Information Systems Engineering Laboratory China College of Computer National University of Defense Technology National Lab for Parallel and Distributed Processing China
Cold data contributes a large portion of the big data today and is usually stored in secondary storage. Various sketch data structures are implemented to represent the stored elements and provide constant-time members... 详细信息
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A survey of script learning
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Frontiers of Information Technology & Electronic Engineering 2021年 第3期22卷 341-373页
作者: Yi HAN Linbo QIAO Jianming ZHENG Hefeng WU Dongsheng LI Xiangke LIAO Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense TechnologyChangsha 410000China Science and Technology on Information Systems Engineering Laboratory National University of Defense TechnologyChangsha 410000China School of Data and Computer Science Sun Yat-sen UniversityGuangzhou 510006China
Script is the structured knowledge representation of prototypical real-life event *** the commonsense knowledge inside the script can be helpful for machines in understanding natural language and drawing commonsensibl... 详细信息
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A technical capability evaluation model based concept and prerequisite relation in computer education  33
A technical capability evaluation model based concept and pr...
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33rd International Conference on Software Engineering and Knowledge Engineering, SEKE 2021
作者: Luo, Jiwen Wang, Tao Chang, Junsheng Guo, Xiaoting National Key Laboratory for Parallel and Distributed Processing College of Computer National University of Defense Technology Changsha410073 China
Effectively assessing the results of users' online learning and enhancing social recognition has become a major development direction for online education platforms. For computer education, this article constructs... 详细信息
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Word Embedding-based Context-sensitive Network Flow Payload Anomaly Detection  3
Word Embedding-based Context-sensitive Network Flow Payload ...
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3rd International Conference on Applied Machine Learning, ICAML 2021
作者: Li, Yizhou Wang, Yijie Cheng, Li Xu, Hongzuo Science and Technology on Parallel and Distributed Processing Laboratory College of Computer National University of Defense Technology Changsha China
Payload anomaly detection can discover malicious beliaviors tiidden in network packets. It is liard to liandle payload due to its various possible characters and complex semantic context, and tlius identifying abnorma... 详细信息
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A Novel Deep Neural Network Model for Credit Risk Prediction of Chinese Farmers  6
A Novel Deep Neural Network Model for Credit Risk Prediction...
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6th IEEE International Conference on Data Science in Cyberspace, DSC 2021
作者: Xie, Yalong Li, Aiping Liu, Ziniu Chen, Kai Tu, Hongkui College Of Computer National University Of Defense Technology Science And Technology On Parallel And Distributed Processing Laboratory Changsha China
China is a big agricultural county with more than 500 million rural population. In China, farmers usually loan from rural commercial banks or rural credit cooperatives. It is crucial for the national economic developm... 详细信息
来源: 评论