A distributed software system for integrating data-intensive imaging methods in a hard X-ray nanoprobe beamline at the SSRF

一个分布式软件系统,用于将数据密集型成像方法集成到上海同步辐射装置(SSRF)的硬X射线纳米探针光束线中。

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Abstract

The development of hard X-ray nanoprobe techniques has given rise to a number of experimental methods, like nano-XAS, nano-XRD, nano-XRF, ptychography and tomography. Each method has its own unique data processing algorithms. With the increase in data acquisition rate, the large amount of generated data is now a big challenge to these algorithms. In this work, an intuitive, user-friendly software system is introduced to integrate and manage these algorithms; by taking advantage of the loosely coupled, component-based design approach of the system, the data processing speed of the imaging algorithm is enhanced through optimization of the parallelism efficiency. This study provides meaningful solutions to tackle complexity challenges faced in synchrotron data processing.

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