基于边缘计算的大地电磁法三维反演分布式计算实现

Implementation of three-dimensional magnetotelluric inversion distributed computing based on edge computing

随着大地电磁法三维勘探及处理技术的逐步推广,导致数据计算量成倍增长,需要具备高性能计算能力的系统才能满足计算需要。提出基于边缘计算的理念,采用容器技术构建具备大规模计算资源池的分布式计算环境,实现了大地电磁法三维反演的分布式并行计算。基于松耦合的软件架构设计研发了大地电磁法三维反演分布式计算软件,实现了人机交互操作和反演结果可视化。

The gradual promotion of the three-dimensional exploration and processing technology of the magnetotelluric method result in an exponential increase in the volume of data calculation.This leads to the requirement for systems with high-performance calculation capabilities to meet the calculation needs.In this paper,the concept of edge computing is proposed,and a distributed computing environment with a large-scale computing resource pool is constructed using container technology.This achieves distributed parallel computing with three-dimensional inversion of the magnetotelluric method.Based on the Low-Coupling software architecture design,we develop a magnetotelluric method of three-dimensional inversion distributed computing software,including human-computer interaction and visualization of inversion result.