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Inductively coupled plasma (ICP) is the common plasma source used in atomic emission spectroscopy (AES), a technique that detects and analyzes various elements in a sample. This method is often called inductively coupled plasma atomic emission spectroscopy (ICP-AES).
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Related Experiment Video

Updated: Jul 16, 2025

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

Xiang Li1, Yi Zhang1, Yu Liu1

  • 1Institute of High Energy Physics, Chinese Academy of Sciences, Beijing 100049, People's Republic of China.

Journal of Synchrotron Radiation
|September 20, 2023
PubMed
Summary
This summary is machine-generated.

Mamba Data Worker (MDW) addresses complex dataflow challenges in next-generation synchrotron beamlines. This software enhances data acquisition, processing, and transmission for high-throughput experiments at facilities like HEPS.

Keywords:
beamline softwaredata acquisitiondata managementhigh-throughput experimentmultimodal experiments

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Area of Science:

  • Synchrotron radiation science
  • Experimental physics
  • Data science

Background:

  • Next-generation synchrotron beamlines require advanced solutions for high-data-throughput and multimodal experiments.
  • Efficient orchestration of dataflow pipelines (acquisition, processing, visualization, storage) is crucial for beamline performance.

Purpose of the Study:

  • To introduce Mamba Data Worker (MDW), a software component designed to manage complex data challenges at future synchrotron facilities.
  • To detail the architecture, development plan, and technologies of MDW.

Main Methods:

  • MDW is integrated into the Mamba experimental control and data acquisition software ecosystem.
  • It supports fast data acquisition, transmission, dynamic pipeline configuration, data multiplexing, and customized data/metadata assembly.

Main Results:

  • MDW enables efficient data handling for demanding synchrotron experiments.
  • The software has been applied at the Beijing Synchrotron Radiation Facility (BSRF).

Conclusions:

  • MDW is a key component for addressing data challenges in high-data-throughput synchrotron experiments.
  • Its architecture and features are vital for the performance of forthcoming facilities like the High Energy Photon Source (HEPS).