Daisy: Data analysis integrated software system for X-ray experiments

TL;DR

Daisy is a cloud-native software system designed for efficient analysis and visualization of X-ray experiment data, supporting high throughput and real-time feedback at advanced facilities.

Contribution

It introduces a plug-in based, scalable platform tailored for high-throughput X-ray data analysis in scientific research facilities.

Findings

Supports high data throughput in parallel processing

Provides real-time data analysis and visualization

Flexible plug-in architecture for diverse analysis needs

Abstract

Daisy (Data Analysis Integrated Software System) has been designed for the analysis and visualization of the X-ray experiments. To address an extensive range of Chinese radiation facilities community's requirements from purely algorithmic problems to scientific computing infrastructure, Daisy sets up a cloud-native platform to support on-site data analysis services with fast feedback and interaction. The plugs-in based application is convenient to process the expected high throughput data flow in parallel at next-generation facilities such as the High Energy Photon Source (HEPS). The objectives, functionality and architecture of Daisy are described in this article.