西安工程大学学报2017，Vol.31Issue(2)：232-237,6.DOI:10.13338/j.issn.1674-649x.2017.02.015
Spark平台上的分布式SNESIM算法实现及其地质建模应用
Implementation of distributed SNESIM algorithm on spark platform and its application in geological modeling
摘要
Abstract
In order to improve SNESIM(Single Normal Equation Simulation) operating speed and geological modeling effect,SNESIM algorithm and its distributed execution method are studied based on Apache Spark (an open source platform for big data),the fine division and statistical modeling of geologic unit are realized,satisfying the actual task requirement is satisfied.Also this distributed method is easy to be implemented and deployed.It is especially suitable for high-precision large-scale geostatistical simulation and reservoir characterization applications.关键词
多点地质统计/分布式计算/单正态方程模拟/Spark平台Key words
multi-point statistics/distributed computing/SNESIM/spark platform分类
信息技术与安全科学引用本文复制引用
柳娜,南珺祥,程国建,强新建,田亚娟..Spark平台上的分布式SNESIM算法实现及其地质建模应用[J].西安工程大学学报,2017,31(2):232-237,6.基金项目
国家科技重大专项资助项目(2016ZX05007G003) （2016ZX05007G003）
中国石油天然气股份有限公司重大科技专项(2011EG1301) （2011EG1301）
陕西省工业科技攻关项目(2015GY104) （2015GY104）
