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

doi:10.1107/S1600577524006994

	A distributed software system for integrating data-intensive imaging methods in a hard X-ray nanoprobe beamline at the SSRF
	Zhang, Peicheng1,2 ; Jiang, Zhisen 1; He, Yan 1; Li, Aiguo 1
	2024-09-01
发表期刊	JOURNAL OF SYNCHROTRON RADIATION (IF:2.4[JCR-2023],2.5[5-Year])
ISSN	0909-0495
EISSN	1600-5775
卷号	31
DOI	10.1107/S1600577524006994
摘要	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.
关键词	distributed software system synchrotron radiation big data ptychography parallel computing
URL	查看原文
收录类别	EI ; SCI
语种	英语
资助项目	National Key Research and Development Program of China[2021YFA1601000] ; Science and Technology Commission of Shanghai Municipality[23YF1453600] ; National Natural Science Foundation of China[12305376]
WOS研究方向	Instruments & Instrumentation ; Optics ; Physics
WOS类目	Instruments & Instrumentation ; Optics ; Physics, Applied
WOS记录号	WOS:001362324700027
出版者	INT UNION CRYSTALLOGRAPHY
文献类型	期刊论文
条目标识符	https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/421429
专题	物质科学与技术学院物质科学与技术学院_硕士生
通讯作者	Jiang, Zhisen; Li, Aiguo
作者单位	1.Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai; 201210, China; 2.School of Physical Science and Technology, Shanghai Tech University, Shanghai; 201210, China
第一作者单位	物质科学与技术学院
推荐引用方式 GB/T 7714	Zhang, Peicheng,Jiang, Zhisen,He, Yan,et al. A distributed software system for integrating data-intensive imaging methods in a hard X-ray nanoprobe beamline at the SSRF[J]. JOURNAL OF SYNCHROTRON RADIATION,2024,31.
APA	Zhang, Peicheng,Jiang, Zhisen,He, Yan,&Li, Aiguo.(2024).A distributed software system for integrating data-intensive imaging methods in a hard X-ray nanoprobe beamline at the SSRF.JOURNAL OF SYNCHROTRON RADIATION,31.
MLA	Zhang, Peicheng,et al."A distributed software system for integrating data-intensive imaging methods in a hard X-ray nanoprobe beamline at the SSRF".JOURNAL OF SYNCHROTRON RADIATION 31(2024).