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计算机技术2018年12期

基于AWS 云平台的蒙特卡洛模拟
伍兴国
(东莞职业技术学院,广东 东莞 523808)

摘  要:云计算作为互联网发展的下一个阶段,无须拥有通常的物理硬件和软件,从计算能力到计算基础设施,应用程序和业务流程,可以随时随地提供服务,但是配置云计算的运算环境需要一定的时间。为了突破传统统计软件的单机统计能力限制,本文梳理了亚马逊AWS 平台上的基本配置和数据传输过程,通过统计软件来实现蒙特卡洛模拟的云计算。


关键词:云计算;R 语言;蒙特卡洛



中图分类号:TP393.08         文献标识码:A         文章编号:2096-4706(2018)12-0075-04


Monte Carlo Simulation Based on AWS Cloud Platform

WU Xingguo

(Dongguan Polytechnic,Dongguan 523808,China)

Abstract:As the next stage of internet development,cloud computing does not need to have the usual physical hardware andsoftware. From computing power to computing infrastructure,applications and business processes services can be provided anytime andanywhere,but the computing environment for cloud computing requires a certain amount of time.In order to break through the stand-alonestatistical capability limitation of traditional statistical software,the basic configuration and data transmission process on Amazon AWSplatform are sorted out,and Monte Carlo simulation cloud computing is realized through statistical software.

Keywords:cloud computing;R language;Monte Carlo


参考文献:

[1] OHRI A. Introduction to R for Cloud Computing [M].NewYork,NY:Springer New York,2014:1-20.

[2] Gallagher M,Rengifo E W,Trendafilov R. Cloud Computingfor MATLAB and R Users [J]. Social Science Electronic Publishing,2017.

[3] Pabitha M,Selvakumar T,Punitha Devi S. An Effective C,C++,PHP,Perl,Ruby,Python Compiler using Cloud Computing [J]. International Journal of Computer Applications,2013,69(7):20-25.


作者简介:伍兴国(1978-),男,湖南衡阳人,副教授,博士研究生,研究方向:数量经济学,统计学,数据挖掘。