Výsledky vyhledávání - "parallelization algorithms"

Distributed Analytics For Big Data: A Survey Autor Berloco, Francesco, Bevilacqua, Vitoantonio, Colucci, Simona

“…In recent years, a constant and fast information growing has characterized digital applications in the majority of real-life scenarios. Thus, a new information…”
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Parallel memetic algorithm for training recurrent neural networks for the energy efficiency problem Autor Ruiz, L.G.B., Capel, M.I., Pegalajar, M.C.

“…In our state-of-the-art study, we improve neural network-based models for predicting energy consumption in buildings by parallelizing the CHC adaptive search…”
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Parallel hybrid mesh adaptation by refinement and coarsening Autor Tang, Jing, Cui, Pengcheng, Li, Bin, Zhang, Yaobin, Si, Hang

“…In this paper we propose a robust adaptation method for hybrid mesh including both refinement and coarsening. Elements of different types are refined through…”
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Parallel computational algorithms in thermal processes in metallurgy and mining Autor Shvachych, G.G., Ivaschenko, O.V., Busygin, V.V., Fedorov, Ye.Ye

“…Formation of parallel algorithms in the thermal process simulation in metallurgy and mining. The proposed parallel form of the algorithms must be maximal, and,…”
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Efficient computational approaches to obtain periodic orbits in Hamiltonian systems: application to the motion of a lunar orbiter Autor Dena, Ángeles, Abad, Alberto, Barrio, Roberto

“…In this paper, we study the problem of computing periodic orbits of Hamiltonian systems providing large families of such orbits. Periodic orbits constitute one…”
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Loop parallelization algorithms: From parallelism extraction to code generation Autor Boulet, Pierre, Darte, Alain, Silber, Georges-André, Vivien, Frédéric

“…In this paper, we survey loop parallelization algorithms, analyzing the dependence representations they use, the loop transformations they generate, the code…”
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MSGD: A Novel Matrix Factorization Approach for Large-Scale Collaborative Filtering Recommender Systems on GPUs Autor Li, Hao, Li, Kenli, An, Jiyao, Li, Keqin

“…Real-time accurate recommendation of large-scale recommender systems is a challenging task. Matrix factorization (MF), as one of the most accurate and scalable…”
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Research on Expanding Grassroots Employment Space for College Students in the Context of Rural Revitalization + Data Platform Autor Wei, Na

“…In this paper, in the context of rural revitalization + data platform, a grassroots employment platform for college students is designed according to the data…”
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An effective parallelization algorithm for DEM generalization based on CUDA Autor Wu, Qianjiao, Chen, Yumin, Wilson, John P., Liu, Xuejun, Li, Huifang

“…An effective parallelization algorithm based on the compute-unified-device-architecture (CUDA) is developed for DEM generalization that is critical to…”
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GBC: a parallel toolkit based on highly addressable byte-encoding blocks for extremely large-scale genotypes of species Autor Zhang, Liubin, Yuan, Yangyang, Peng, Wenjie, Tang, Bin, Li, Mulin Jun, Gui, Hongsheng, Wang, Qiang, Li, Miaoxin

“…Whole -genome sequencing projects of millions of subjects contain enormous genotypes, entailing a huge memory burden and time for computation. Here, we present…”
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A study of cultural differences in Sino-Thai translation based on big data analysis Autor Zhao, Jin

“…In today’s era of digital development of big data information, cross-cultural and cross-regional communication are becoming more and more frequent, and human…”
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Low-depth quantum approximate optimization algorithm for maximum likelihood detection in massive MIMO Autor Meng, Fanxu, Liu, Yuxiang, Wang, Lu, Zhou, Weiwei, Zhou, Xiangzhen

“…In massive multiple-input and multiple-output (MIMO) systems, the maximum likelihood (ML) detection, which can be transformed into a combinatorial optimization…”
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Enhanced optimization of single and multi-component mass exchanger networks using parallelization and adaptive relaxation Autor Liu, Siqi, Zhou, Zhiqiang, Xiao, Yuan, Duan, Huanhuan, Cui, Guomin

“…This paper proposes an innovative simultaneous optimization approach for single and multi-component mass exchanger network synthesis (MENS). A retrofitted…”
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Solving an inverse heat conduction problem using genetic algorithm: Sequential and multi-core parallelization approach Autor Pourgholi, Reza, Dana, Hassan, Tabasi, Seyed Hashem

“…In this paper a numerical approach combining the least squares method and the genetic algorithm (sequential and multi-core parallelization approach) is…”
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Parallel VINS-Mono algorithm based on GPUs in embedded devices Autor Lu, Quan, Xu, Jianli, Hu, Likun, Shi, Minghui

“…Traditional visual-inertial simultaneous localization and mapping algorithms are usually designed based on CPUs, and they cannot effectively utilize the…”
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An Efficient Parallel Implicit Solver for LOD-FDTD Algorithm in Cloud Computing Environment Autor Tan, Jundong, Li, Zihao, Guo, Qi, Long, Yunliang

“…This letter presents an efficient parallel algorithm for solving locally one-dimensional (LOD) finite-difference time domain (FDTD) in cloud computing…”
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Manager-worker-based model for the parallelization of quantum Monte Carlo on heterogeneous and homogeneous networks Autor Feldmann, Michael T, Cummings, Julian C, Kent, David R. IV, Muller, Richard P, Goddard, William A. III

“…A manager-worker-based parallelization algorithm for Quantum Monte Carlo (QMC-MW) is presented and compared with the pure iterative parallelization algorithm,…”
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Parallel Multi-threaded Gridrec Algorithm for Computer Tomography on GPU for Edge Computing Autor CHEN, XINTONG, ZHU, YONGXIN, ZHENG, XIAOYING, MIAO, SI, NAN, TIANHAO, LI, WANYI

“…Tomography reconstruction is the process of quickly reconstructing the original image form the projection obtained by X-ray radiation. At present, the…”
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The Batched DOACROSS loop parallelization algorithm Autor Lucas, Divino Cesar S., Araujo, Guido

“…Parallelizing loops containing loop-carried dependencies has been considered a very difficult task, mainly due to the overhead imposed by communicating…”
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Plugging anti and output dependence removal techniques into loop parallelization algorithm Autor Calland, Pierre-Yves, Darte, Alain, Robert, Yves, Vivien, Frédéric

“…In this paper we shortly survey some loop transformation techniques which break anti or output dependences, or artificial cycles involving such ‘false’…”
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