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检索条件"机构=The Science and Technology on Parallel and Distributed Processing Laboratory"
1121 条 记 录,以下是1021-1030 订阅
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Nominal Data Similarity: A Hierarchical Measure
Nominal Data Similarity: A Hierarchical Measure
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International Joint Conference on Neural Networks
作者: Hao Yu Zhaoning Zhang Zijie Zhu Wang Xiong Gen Zhang Science and Technology on Parallel and Distributed Laboratory National University of Defense Technology Changsha China College of Meteorology and Oceanology National University of Defense Technology Changsha China College of Computer National University of Defense Technology Changsha China
Similarity of nominal data plays fundamental roles in numerous fields of both machine learning and data mining. Unlike the similarity of numerical data, that of nominal data is much more difficult to describe, and few... 详细信息
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Optimistic data consistency maintenance method based on key-attributes
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Ruan Jian Xue Bao/Journal of Software 2008年 第8期19卷 2114-2126页
作者: Zhou, Jing Wang, Yi-Jie Li, Si-Kun National Key Laboratory for Parallel and Distributed Processing School of Computer National University of Defense Technology Changsha 410073 China
The features of simple description, small updates item and weak dependence are the main characteristics of updates of key-attributes in P2P systems. Accordingly, an optimistic data consistency maintenance method based... 详细信息
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Benchmarking the task graph scheduling algorithms
Benchmarking the task graph scheduling algorithms
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International Symposium on parallel processing
作者: Y.-K. Kwok I. Ahmad Parallel Processing Laboratory School of Electrical and Computer Engineering Purdue University West Lafayette IN USA Department of Computer Science Hong Kong University of Science and Technology Hong Kong China
The problem of scheduling a weighted directed acyclic graph (DAG) to a set of homogeneous processors to minimize the completion time has been extensively studied. The NP-completeness of the problem has instigated rese... 详细信息
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Analysis and evaluation method for linpack benchmark
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Dongbei Daxue Xuebao/Journal of Northeastern University 2014年 35卷 102-107页
作者: Du, Yun-Fei Yang, Can-Qun Wang, Feng Yi, Hui-Zhan School of Computer National University of Defense Technology Changsha410073 China Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha410073 China
The basic algorithm of HPL was introduced. Two optimization methods of communication, i.e., advanced-lookahead and dynamic broadcasting algorithm, were proposed. The performances of the two optimization methods were e... 详细信息
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Symmetric Non-negative Matrix Factorization Based Link Partition Method for Overlapping Community Detection
Symmetric Non-negative Matrix Factorization Based Link Parti...
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IEEE International Conference on Systems, Man and Cybernetics
作者: Xiang Zhang Naiyang Guan Wenju Zhang Xuhui Huang Shuyi Wu Zhigang Luo Science and Technology on Parallel and Distributed Processing Laboratory College of Computer National University of Defense Technology Hunan P.R. China Institute of Software College of Computer National University of Defense Technology Hunan P.R. China Department of Computer Science and Technology College of Computer National University of Defense Technology Hunan P.R. China
Partitioning links rather than nodes is effective in overlapping community detection (OCD) on complex networks. However, it consumes high CPU and memory overheads because the volume of links is huge especially when th... 详细信息
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Asynchronous Bundle Method for Large-Scale Regularized Risk Minimization
Asynchronous Bundle Method for Large-Scale Regularized Risk ...
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International Joint Conference on Neural Networks
作者: Menglong Lu Dawei Feng Linbo Qiao Dawen Ding Dongsheng Li Science and Technology on Parallel and Distributed Laboratory National University of Defense Technology Changsha China College of Computer National University of Defense Technology Changsha China CMC AS2 South CSC Asiainfo Nanchang China
Bundle method for regularized risk minimization (BMRM) is a variant of Cutting Plane Method (CPM). It performs efficiently in solving a convex minimization problem, which is a core part in a plethora of machine learni... 详细信息
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Design of an Indoor Exploration and Multi-Objective Navigation System
Design of an Indoor Exploration and Multi-Objective Navigati...
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Chinese Control Conference (CCC)
作者: Guoxian Zheng Lei Zhang Huaxi Yulin Zhang Bo Ding State Key Laboratory of Synthetical Automation for Process Industries Northeastern University Shenyang China MIS Universite de Picardie Jules Verne Amiens France National Laboratory for Parallel and Distributed Processing National University of Defense Technology Changsha China
In this paper, we propose an indoor robot autonomous navigation system. The robot firstly explores in an unknown environment, and then navigates autonomously by using the explored map. The robot is equipped a 2D laser... 详细信息
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RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering
arXiv
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arXiv 2024年
作者: Chen, Zhongwu Xu, Chengjin Wang, Dingmin Huang, Zhen Dou, Yong Jiang, Xuhui Guo, Jian National Key Laboratory of Parallel and Distributed Computing College of Computer Science and Technology National University of Defense Technology China IDEA Research International Digital Economy Academy Department of Computer Science University of Oxford United Kingdom
Retrieval-augmented generation (RAG) has shown promising potential in knowledge intensive question answering (QA). However, existing approaches only consider the query itself, neither specifying the retrieval preferen... 详细信息
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Collaborative deep learning across multiple data centers
arXiv
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arXiv 2018年
作者: Xu, Kele Mi, Haibo Feng, Dawei Wang, Huaimin Chen, Chuan Zheng, Zibin Lan, Xu National Key Laboratory of Parallel and Distributed Processing Changsha China College of Computer National University of Defense Technology Changsha China School of Data and Computer Science Sun Yat-Sen University Guangzhou China Queen Mary University of London London United Kingdom
Valuable training data is often owned by independent organizations and located in multiple data centers. Most deep learning approaches require to centralize the multi-datacenter data for performance purpose. In practi... 详细信息
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Optimal and near-optimal allocation of precedence-constrained tasks to parallel processors: defying the high complexity using effective search techniques
Optimal and near-optimal allocation of precedence-constraine...
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International Conference on parallel processing (ICPP)
作者: I. Ahmad Yu-Kwong Kwok Department of Computer Science Hong Kong University of Science and Technology Hong Kong China Parallel Processing Laboratory School of Electrical and Computer Engineering Purdue University West Lafayette IN USA
Obtaining an optimal schedule for a set of precedence-constrained tasks with arbitrary costs is a well-known NP-complete problem. However, optimal solutions are desired in many situations. In this paper we propose sea... 详细信息
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