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检索条件"主题词=Data parallelization"
18 条 记 录,以下是1-10 订阅
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data parallelization Algorithms for the Direct Simulation Monte Carlo Method for Rarefied Gas Flows on the Basis of OpenMP Technology
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COMPUTATIONAL MATHEMATICS AND MATHEMATICAL PHYSICS 2023年 第12期63卷 2275-2296页
作者: Bykov, N. Yu. Fyodorov, S. A. Russian Acad Sci Fed Res Ctr Comp Sci & Control Moscow 119333 Russia Peter Great St Petersburg Polytech Univ St Petersburg 195251 Russia
A data parallelization algorithm for the direct simulation Monte Carlo method for rarefied gas flows is considered. The scaling of performance of the main algorithm procedures are analyzed. Satisfactory performance sc... 详细信息
来源: 评论
RAPIDSCORER: Fast Tree Ensemble Evaluation by Maximizing Compactness in data Level parallelization  18
RAPIDSCORER: Fast Tree Ensemble Evaluation by Maximizing Com...
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24th ACM SIGKDD Conference on Knowledge Discovery and data Mining (KDD)
作者: Ye, Ting Zhou, Hucheng Zou, Will Y. Gao, Bin Zhang, Ruofei Microsoft Vancouver BC Canada Alibaba Grp Hangzhou Zhejiang Peoples R China Microsoft Sunnyvale CA USA Microsoft Redmond WA USA Microsoft Res Redmond WA USA
Relevance ranking models based on additive ensembles of regression trees have shown quite good effectiveness in web search engines. In the era of big data, tree ensemble models grow large in both tree depth and ensemb... 详细信息
来源: 评论
Accelerating Recurrent Neural Network Training using Sequence Bucketing and Multi-GPU data parallelization  1
Accelerating Recurrent Neural Network Training using Sequenc...
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1st IEEE International Conference on data Stream Mining and Processing (DSMP)
作者: Khomenko, Viacheslav Shyshkov, Oleg Radyvonenko, Olga Bokhan, Kostiantyn Samsung R& Inst Ukraine SRK 57 Lva Tolstogo Str UA-01032 Kiev Ukraine
An efficient algorithm for recurrent neural network training is presented. The approach increases the training speed for tasks where a length of the input sequence may vary significantly. The proposed approach is base... 详细信息
来源: 评论
Accelerating BWA Aligner Using Multistage data parallelization on Multicore and Manycore Architectures
Accelerating BWA Aligner Using Multistage Data Parallelizati...
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16th Annual International Conference on Computational Science (ICCS)
作者: Chen, Shaolong Senar, Miquel A. Univ Autonoma Barcelona Dept Comp Architecture & Operating Syst Barcelona Spain
Nowadays, rapid progress in next generation sequencing (NGS) technologies has drastically decreased the cost and time required to obtain genome sequences. A series of powerful computing accelerators, such as GPUs and ... 详细信息
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Accelerating BWA Aligner Using Multistage data parallelization on Multicore and Manycore Architectures
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Procedia Computer Science 2016年 80卷 2438-2442页
作者: Shaolong Chen Miquel A. Senar Department of Computer Architecture & Operating System Universitat Autònoma de Barcelona Spain
Nowadays, rapid progress in next generation sequencing (NGS) technologies has drastically decreased the cost and time required to obtain genome sequences. A series of powerful computing accelerators, such as GPUs and ... 详细信息
来源: 评论
A Hybrid parallelization Approach for Distributed and Scalable Deep Learning
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IEEE ACCESS 2022年 10卷 77950-77961页
作者: Akintoye, Samson B. Han, Liangxiu Zhang, Xin Chen, Haoming Zhang, Daoqiang Manchester Metropolitan Univ Dept Comp & Math Manchester M15 6BH Lancs England Univ Sheffield Dept Comp Sci Sheffield S10 2TN S Yorkshire England Nanjing Univ Aeronaut & Astronaut Coll Comp Sci & Technol Nanjing 210016 Peoples R China
Recently, Deep Neural Networks (DNNs) have recorded significant success in handling medical and other complex classification tasks. However, as the sizes of DNN models and the available datasets increase, the training... 详细信息
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OVarFlow: a resource optimized GATK 4 based Open source Variant calling workFlow
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BMC BIOINFORMATICS 2021年 第1期22卷 402-402页
作者: Bathke, Jochen Luehken, Gesine Justus Liebig Univ Giessen Inst Anim Breeding & Genet Ludwigstr 21 D-35390 Giessen Germany
Background The advent of next generation sequencing has opened new avenues for basic and applied research. One application is the discovery of sequence variants causative of a phenotypic trait or a disease pathology. ... 详细信息
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Parallel Algorithm For Constructing a Cubic Spline on Multi-Core Processors in a Cluster  14
Parallel Algorithm For Constructing a Cubic Spline on Multi-...
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14th IEEE International Conference on Application of Information and Communication Technologies (AICT)
作者: Zaynidinov, Hakimjon Mallayev, Oybek Nurmurodov, Javohir TUIT Comp Engn Tashkent Uzbekistan
The article explores the possibility of computing parallel data compression using cubic spline. For example, ways to parallel the process of digital processing of seismic signals have been considered. The main perform... 详细信息
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WORKLOAD-AWARE AUTOMATIC parallelization FOR MULTI-GPU DNN TRAINING  44
WORKLOAD-AWARE AUTOMATIC PARALLELIZATION FOR MULTI-GPU DNN T...
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44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
作者: Shin, Sungho Jo, Youngmin Choi, Jungwook Venkataramani, Swagath Srinivasan, Vijayalakshmi Sung, Wonyong Seoul Natl Univ Dept Elect & Comp Engn Seoul 08826 South Korea IBM Res AI 1101 Kitchawan Rd Yorktown Hts NY 10598 USA
Deep neural networks (DNNs) have emerged as successful solutions for variety of artificial intelligence applications, but their very large and deep models impose high computational requirements during training. Multi-... 详细信息
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SPECTRE: Supporting Consumption Policies in Window-Based Parallel Complex Event Processing  17
SPECTRE: Supporting Consumption Policies in Window-Based Par...
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18th ACM/IFIP/USENIX International Middleware Conference (Middleware)
作者: Mayer, Ruben Slo, Ahmad Tariq, Muhammad Adnan Rothermel, Kurt Graeber, Manuel Ramachandran, Umakishore Univ Stuttgart Inst Parallel & Distributed Syst Stuttgart Germany FAST Natl Univ Comp & Emerging Sci Dept Comp Sci Islamabad Pakistan Georgia Inst Technol Coll Comp Atlanta GA 30332 USA
Distributed Complex Event Processing (DCEP) is a paradigm to infer the occurrence of complex situations in the surrounding world from basic events like sensor readings. In doing so, DCEP operators detect event pattern... 详细信息
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