面向地震数据处理的并行与分布式编程框架

 本文提出了一个适用于地震资料处理的并行与分布式编程框架GeoPF。该框架构建在集群系统之上，采用粗粒度数据并行执行模型，它可以调度串行语言编写的处理模块，同时运行在多个计算节点或者单个节点内的多个CPU核上，隐藏了计算节点及其CPU核的调度、通讯与节点故障恢复、模块之间的数据传输等并行编程细节。经过实验评估，GeoPF框架从串行到并行的线性加速性能有所提高，处理相同任务的时间从21h 33min 缩减到15min 27s，效果显著。GeoPF与商用的地震数据处理系统相比，在业务流程方面有一些相同特点，其不同之处就是GeoPF的处理模块具有自动并行特点，而大部分地震处理模块只能是串行方式。

Seismic data processing oriented parallel and distributed programming framework

In this paper a parallel and distributed programming framework called GeoPF which applies in seismic data processing was presented.The framework was built on cluster system,coarse grain data parallel was used to execute modeling,it could dispatch processing modules which was programmed by string language,and it run on multi computational nodes or multi-CPU cores of a single node,it concealed many parallel programming details,such as computational nodes and dispatch of their CPU cores,communication and node ...