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A high-throughput big-data orchestration and processing system for the High Energy Photon Source.

Authors :
Xiang Li
Yi Zhang
Yu Liu
Pengcheng Li
Hao Hu
Liwen Wang
Ping He
Yuhui Donga
Chenglong Zhang
Source :
Journal of Synchrotron Radiation. Nov2023, Vol. 30 Issue 6, p1086-1091. 6p.
Publication Year :
2023

Abstract

High-data-throughput and multimodal-acquisition experiments will prevail in next-generation synchrotron beamlines. Orchestrating dataflow pipelines connecting the data acquisition, processing, visualization and storage ends are becoming increasingly complex and essential for enhancing beamline performance. Mamba Data Worker (MDW) has been developed to address the data challenges for the forthcoming High Energy Photon Source (HEPS). It is an important component of the Mamba experimental control and data acquisition software ecosystem, which enables fast data acquisition and transmission, dynamic configuration of data processing pipelines, data multiplex in streaming, and customized data and metadata assembly. This paper presents the architecture and development plan of MDW, outlines the essential technologies involved, and illustrates its current application at the Beijing Synchrotron Radiation Facility (BSRF). [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09090495
Volume :
30
Issue :
6
Database :
Academic Search Index
Journal :
Journal of Synchrotron Radiation
Publication Type :
Academic Journal
Accession number :
174110116
Full Text :
https://doi.org/10.1107/S1600577523006951