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检索条件"任意字段=8th IFIP International Conference on Network and Parallel Computing"
1177 条 记 录,以下是251-260 订阅
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Synchronized Preprocessing of Sensor Data  8
Synchronized Preprocessing of Sensor Data
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8th IEEE international conference on Big Data (Big Data)
作者: Tawakuli, Amal Kaiser, Daniel Engel, thomas Univ Luxembourg Dept Comp Sci Esch Sur Alzette Luxembourg
Sensor data whether collected for machine learning, deep learning or other applications must be preprocessed to fit input requirements or improve performance and accuracy. Data preparation is an expensive, resource co... 详细信息
来源: 评论
Dynamic Load Balance for Hot-spot and Unbalance Region Problems in HBase  8
Dynamic Load Balance for Hot-spot and Unbalance Region Probl...
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8th IEEE international conference on Big Data (Big Data)
作者: Chen, Yibo Xiang, Xing Ling, Xiao Zhang, Xiangchi Wu, Fan Gao, Jianliang State Grid Hunan Elect Power Co Ltd Informat & Commun Branch Changsha Peoples R China Cent South Univ Sch Comp Sci & Engn Changsha Peoples R China
In distributed storage, dynamic loads usually cause a huge burden such as hot-spot and unblance region problems. In this paper, we focus on the problems of dynamic unbalance loads in distributed database HBase. Firstl... 详细信息
来源: 评论
Blink: Towards Efficient RDMA-based Communication Coroutines for parallel Python Applications  27
Blink: Towards Efficient RDMA-based Communication Coroutines...
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27th IEEE international conference on High Performance computing, Data, and Analytics (HiPC)
作者: Shafi, Aamir Hashmi, Jahanzeb Maqbool Subramoni, Hari Panda, Dhabaleswar K. Ohio State Univ Columbus OH 43210 USA
Python is emerging as a popular language in the data science community due to its ease-of-use, vibrant community, and rich set of libraries. Dask is a popular Python-based distributed computing framework that allows u... 详细信息
来源: 评论
A Partitioning GPU-based Algorithm for Processing the k Nearest-Neighbor Query  20
A Partitioning GPU-based Algorithm for Processing the k Near...
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12th international conference on Management of Digital EcoSystems
作者: Velentzas, Polychronis Vassilakopoulos, Michael Corral, Antonio Univ Thessaly Dept Elect & Comp Engn Data Structuring & Engn Lab Volos Greece Univ Almeria Dept Informat Almeria Spain
the kappa Nearest-Neighbor (kappa-NN) query is a common spatial query that appears in several big data applications. Typically, GPU devices have much larger numbers of processing cores than CPUs and faster device memo... 详细信息
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Kollaps/thunderstorm: Reproducible Evaluation of Distributed Systems Tutorial Paper  20th
Kollaps/Thunderstorm: Reproducible Evaluation of Distributed...
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20th ifip WG 6.1 international conference on Distributed Applications and Interoperable Systems (DAIS) Held as Part of the 15th international Federated conference on Distributed computing Techniques (DisCoTec)
作者: Matos, Miguel Univ Lisbon Lisbon Portugal INESC ID Lisbon Portugal
Reproducing experimental results is nowadays seen as one of the greatest impairments for the progress of science in general and distributed systems in particular. this stems from the increasing complexity of the syste... 详细信息
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Efficient Implementation of Kyber on Mobile Devices  27
Efficient Implementation of Kyber on Mobile Devices
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27th IEEE international conference on parallel and Distributed Systems, ICPADS 2021
作者: Zhao, Lirui Zhang, Jipeng Huang, Junhao Liu, Zhe Hancke, Gerhard Nanjing University of Aeronautics and Astronautics Jiangsu China Beijing Normal University-Hong Kong Baptist University United International College Guangdong China State Key Laboratory of Cryptology Beijing100878 China City University of Hong Kong Hong Kong Hong Kong
Kyber, an IND-CCA-secure key encapsulation mechanism (KEM) based on the MLWE problem, has been shortlisted for the third round evaluation of the NIST Post-Quantum Cryptography Standardization. In this paper, we explor... 详细信息
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Communication-Efficient Local Stochastic Gradient Descent for Scalable Deep Learning  8
Communication-Efficient Local Stochastic Gradient Descent fo...
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8th IEEE international conference on Big Data (Big Data)
作者: Lee, Sunwoo Kang, Qiao Agrawal, Ankit Choudhary, Alok Liao, Wei-keng Northwestern Univ Dept Elect & Comp Engn Evanston IL 60208 USA
Synchronous Stochastic Gradient Descent (SGD) with data parallelism, the most popular parallel training strategy for deep learning, suffers from expensive gradient communications. Local SGD with periodic model averagi... 详细信息
来源: 评论
IMpart: A Partitioning-based parallel Approach to Accelerate Influence Maximization
IMpart: A Partitioning-based Parallel Approach to Accelerate...
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international conference on High Performance computing
作者: Reet Barik Marco Minutoli Mahantesh Halappanavar Ananth Kalyanaraman Washington State University Pullman WA Pacific Northwest National Laboratory Richland WA
Influence maximization (IM) is a fundamental operation among graph problems that involve simulating a stochastic diffusion process on real-world networks. Given a graph G(V, E), the objective is to identify a small se... 详细信息
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parallel Scheduling of Data-Intensive Tasks  26th
Parallel Scheduling of Data-Intensive Tasks
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26th international conference on parallel and Distributed computing (Euro-Par)
作者: Meng, Xiao Golab, Lukasz Univ Waterloo Waterloo ON Canada
Workloads with precedence constraints due to data dependencies are common in various applications. these workloads can be represented as directed acyclic graphs (DAG), and are often data-intensive, meaning that data l... 详细信息
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Medical Image Data Upscaling with Generative Adversarial networks  8th
Medical Image Data Upscaling with Generative Adversarial Net...
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8th international Work-conference on Bioinformatics and Biomedical Engineering (IWBBIO)
作者: Dobrovolny, Michal Mls, Karel Krejcar, Ondrej Mambou, Sebastien Selamat, Ali Univ Hradec Kralove Fac Informat & Management Ctr Basic & Appl Res Hradec Kralove Czech Republic Univ Teknol Malaysia Malaysia Japan Int Inst Technol Jalan Sultan Yahya Petra Kuala Lumpur 54100 Malaysia Univ Teknol Malaysia Sch Comp Fac Engn Skudai 81310 Malaysia
Super-resolution is one of the frequently investigated methods of image processing. the quality of the results is a constant problem in the methods used to obtain high resolution images. Interpolation-based methods ha... 详细信息
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