Monte Carlo Simulations of Spin Systems on Multi-core Processors

机译：多核处理器上自旋系统的蒙特卡洛模拟

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We optimize codes implementing Monte Carlo simulations of spin-glass systems for some multi-core CPU and GPU architectures. We consider both the binary Ising and floating-point Heisenberg spin-glass models in 3 dimensions. We provide performance figures for the Intel Nehalem quad-core and the IBM Cell/BE CPUs and the Nvidia Tesla C1060 GPU; for the binary model we also draw a comparison with the performance of dedicated computers, such as the Janus machine.

机译：我们针对一些多核CPU和GPU架构优化了代码，以实现对旋转玻璃系统的蒙特卡洛仿真。我们同时考虑3维的二元Ising模型和浮点型Heisenberg自旋玻璃模型。我们提供了英特尔Nehalem四核，IBM Cell / BE CPU和Nvidia Tesla C1060 GPU的性能数据；对于二进制模型，我们还与专用计算机（例如Janus机器）的性能进行了比较。

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来源
《Applied parallel and scientific computing.;part 1.》|2010年|p.220-230|共11页
会议地点 Reykjavik(IS);Reykjavik(IS)
作者
Marco Guidetti; Andrea Maiorano; Filippo Mantovani; Marcello Pivanti; Sebastiano F. Schifano; Raffaele Tripiccione;
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作者单位

Dipartimento di Fisica, Universita di Ferrara and INFN Sezione di Ferrara,1-44100 Ferrara Italy;

Dipartimento di Fisica, Universita di Roma 'La Sapienza',1-00100 Roma Italy;

Deutsches Elektronen-Synchrotron DESY, D-15738 Zeuthen Germany,and INFN Sezione di Ferrara, 1-44100 Ferrara Italy;

Dipartimento di Fisica, Universita di Ferrara and INFN Sezione di Ferrara,1-44100 Ferrara Italy;

Dipartimento di Matematica, Universita di Ferrara and INFN Sezione di Ferrara,1-44100 Ferrara Italy;

Dipartimento di Fisica, Universita di Ferrara and INFN Sezione di Ferrara,1-44100 Ferrara Italy;

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原文格式 PDF
正文语种 eng
中图分类分布式操作系统、并行式操作系统;分布式操作系统、并行式操作系统;
关键词
monte carlo simulations; multi-core architectures; spin-glass systems;

机译：蒙特卡洛模拟；多核架构；旋转玻璃系统;

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2. Distributed Processing of the Lattice in Monte Carlo Simulations of the Ising Type Spin Model [J] . Murawski Szymon, Musia? Grzegorz, Paw?owski Grzegorz Computational Methods in Science and Technologygy . 2015,第3期

机译：伊辛型自旋模型的蒙特卡洛模拟中的格子分布处理
3. Aging at the spin-glass/ferromagnet transition: Monte Carlo simulations using graphics processing units [J] . Markus Manssen, Alexander K. Hartmann Physical review . 2015,第17期

机译：自旋玻璃/铁磁体过渡时效：使用图形处理单元的蒙特卡洛模拟
4. Spinning Reserve Assessment in Multiarea Systems via Monte Carlo Simulation and CE Method [C] . Jose F. Costa Castro, Armando M. Leite da Silva, Mauro A. Rosa, 2018 IEEE International Conference on Probabilistic Methods Applied to Power Systems . 2018

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5. Monte Carlo simulation of spin-polarized transport in a semiconductor heterostructure and spin injection through a Schottky barrier. [D] . Shen, Min. 2004

机译：蒙特卡罗模拟半导体异质结构中的自旋极化传输和通过肖特基势垒的自旋注入。
6. Multi-Dimensional, Mesoscopic Monte Carlo Simulations of Inhomogeneous Reaction-Drift-Diffusion Systems on Graphics-Processing Units [O] . Matthias Vigelius, Bernd Meyer 2009

机译：图形处理单元上不均匀反应-漂移-扩散系统的多维介观蒙特卡洛模拟
7. Monte Carlo Simulations of Spin Systems on Multi-core Processors [O] . Guidetti, Marco, Maiorano, Andrea, Mantovani, Filippo, 2012

机译：多核处理器上自旋系统的蒙特卡洛模拟

Monte Carlo Simulations of Spin Systems on Multi-core Processors

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