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检索条件"任意字段=International Conference on Advances in Parallel and Distributed Computing"
24639 条 记 录,以下是381-390 订阅
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A distributed Particle Swarm Optimization Algorithm Based on Apache Spark for Asynchronous parallel Training of Deep Neural Networks  24
A Distributed Particle Swarm Optimization Algorithm Based on...
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53rd international conference on parallel Processing (ICPP)
作者: Capel, Manuel, I Holgado-Terriza, Juan A. Galiana-Velasco, Sergio Salguero, Alberto G. Univ Granada Software Engn Dept Granada Andalucia Spain Univ Malaga Dept Comp Sci & Programming Languages Malaga Andalucia Spain
Deep Learning Neural Networks (DLNN) require an immense amount of computation, especially in the training phase when multiple layers of intermediate neurons need to be built. The situation is even more dramatic today ... 详细信息
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parallel Vertex Color Update on Large Dynamic Networks  29
Parallel Vertex Color Update on Large Dynamic Networks
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29th Annual IEEE international conference on High Performance computing, Data, and Analytics (HiPC)
作者: Khanda, Arindam Bhowmick, Sanjukta Liang, Xin Das, Sajal K. Missouri Univ Sci & Technol Rolla MO 65409 USA Univ North Texas Denton TX 76203 USA
We present the first GPU-based parallel algorithm to efficiently update vertex coloring on large dynamic networks. For single GPU, we introduce the concept of loosely maintained vertex color update that reduces comput... 详细信息
来源: 评论
Investigating the Label-flipping Attacks Impact in Federated Learning  5
Investigating the Label-flipping Attacks Impact in Federated...
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5th international conference on Information Science, parallel and distributed Systems, ISPDS 2024
作者: Ji, Jiaxin East China Normal University Shanghai Key Laboratory of Trustworthy Computing Shanghai China
Federated Learning (FL) is a collaborative model training approach that protects data privacy while allowing for model updates and optimization. However, FL is vulnerable to poisoning attacks due to its distributed na... 详细信息
来源: 评论
GEOtiled: A ScalableWorkflow for Generating Large Datasets of High-Resolution Terrain Parameters  23
GEOtiled: A ScalableWorkflow for Generating Large Datasets o...
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32nd international Symposium on High-Performance parallel and distributed computing (HPDC) part of the ACM Federated computing Research conference (FCRC)
作者: Roa, Camila Olaya, Paula Llamas, Ricardo Vargas, Rodrigo Taufer, Michela Univ Tennessee Knoxville TN 37916 USA Univ Delaware Newark DE USA
Terrain parameters such as slope, aspect, and hillshading are essential in various applications, including agriculture, forestry, and hydrology. However, generating high-resolution terrain parameters is computationall... 详细信息
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Design and Implementation of A High-Performance Rendering Algorithm for Large Terrain Systems based on GPU parallel computing  26
Design and Implementation of A High-Performance Rendering Al...
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26th ACIS international Winter conference on Software Engineering, Artificial Intelligence, Networking and parallel/distributed computing, SNPD-Winter 2023
作者: Hongdi, Sun Minzheng, Jia Zhu, Gao Beijing Polytechnic College Beijing100043 China Beijing Guang Yu-Online Technology Co. Ltd. Beijing100085 China
Although traditional 3D terrain algorithms can improve the rendering efficiency of the terrain, they often ignore the performance of the terrain itself. The use of four textures is not sufficient to deal with complex ... 详细信息
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A parallel Framework for Efficiently Updating Graph Properties in Large Dynamic Networks  23
A Parallel Framework for Efficiently Updating Graph Properti...
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24th international conference on distributed computing and Networking (ICDCN)
作者: Khanda, Arindam Das, Sajal K. Missouri Univ Sci & Technol Rolla MO 65409 USA
Graph queries on large networks leverage the stored graph properties to provide faster results. Since real-world graphs are mostly dynamic, i.e., the graph topology changes over time, the corresponding graph attribute... 详细信息
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Towards the Acceleration of the Sparse Blossom Algorithm for Quantum Error Correction
Towards the Acceleration of the Sparse Blossom Algorithm for...
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1st international conference on Smart Energy Systems and Artificial Intelligence (SESAI)
作者: Venere, Marco Guerrini, Valentino Branchini, Beatrice Conficconi, Davide Sciuto, Donatella Santambrogio, Marco D. Politecn Milan Dipartimento Elettron Informaz & Bioingn Milan Italy
Quantum computing is a new computing paradigm that exploits laws of quantum mechanics to achieve an exponential speedup compared to classical logic. However, noise strongly limits current quantum hardware, reducing ac... 详细信息
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A Scalable distributed Computation Framework for Tackling Underutilization and Ad-Hoc Computations in Heterogenous Clusters  2nd
A Scalable Distributed Computation Framework for Tackling Un...
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2nd international conference on Deep Sciences for computing and Communications, IconDeepCom 2023
作者: Nambiar, Vishant Suresh, K. Department of Computational Intelligence SRM Institute of Science and Technology TN Chennai600071 India
Our proposed distributed computation framework addresses the issue of underutilized computing resources in institutions, companies, and communities, by providing a novel automated and efficient solution for ad-hoc dis... 详细信息
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parallel Optimization for Robotics: An Undergraduate Introduction to GPU parallel Programming and Numerical Optimization Research
Parallel Optimization for Robotics: An Undergraduate Introdu...
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1st international conference on Smart Energy Systems and Artificial Intelligence (SESAI)
作者: Plancher, Brian Columbia Univ Barnard Coll New York NY 10027 USA
While parallel programming, particularly on graphics processing units (GPUs), and numerical optimization hold immense potential to tackle real-world computational challenges across disciplines, their inherent complexi... 详细信息
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On the Effectiveness of Unified Memory in Multi-GPU Collective Communication  33
On the Effectiveness of Unified Memory in Multi-GPU Collecti...
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33rd Euromicro international conference on parallel, distributed, and Network-Based Processing, PDP 2025
作者: Strina, Riccardo Lavore, Ian Di Dio Santambrogio, Marco Papka, Michael Lan, Zhiling Politecnico di Milano Italy Argonne National Laboratory United States University of Illinois Chicago United States
Modern supercomputers are becoming increasingly dense with accelerators. Industry leaders offer multi-GPU architectures with high interconnection bandwidth between the devices to match the requirements of modern workl... 详细信息
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