Xi-cam: a versatile interface for data visualization and analysis

Xi-cam: a versatile interface for data visualization and analysis
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DOI:
10.1107/s1600577518005787
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发表时间:
2018-07-01
影响因子:
2.5
通讯作者:
Hexemer, Alexander
Hexemer, Alexander
中科院分区:
物理与天体物理3区
文献类型:
--
作者:
Pandolfi, Ronald J.;Allan, Daniel B.;Hexemer, Alexander

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XI-CAM是一个可扩展的数据管理、分析和可视化平台。XI-CAM旨在为同步加速器数据处理提供一种灵活且可扩展的方法,作为对大容量/高吞吐量处理管道不断增长的需求的解决方案。XI-CAM的核心是一个可扩展的基于插件的图形用户界面平台,它为用户提供了一个处理算法的交互界面。插件可用于SAXS/WAXS/GISAXS/GIWAXS、断层扫描和NEXAFS数据。在Xi-cam的高级模式下,数据处理步骤被设计为基于图形的工作流程,可以实时、本地或远程执行。远程执行利用高性能计算或非本地化资源,从而有效减少高吞吐量数据。Xi-cam基于插件的架构目标是跨设施和跨技术的协同开发,以支持多模式分析。Xi-cam是开源和跨平台的,可以在GitHub上下载。
Xi-cam is an extensible platform for data management, analysis and visualization. Xi-cam aims to provide a flexible and extensible approach to synchrotron data treatment as a solution to rising demands for high-volume/high-throughput processing pipelines. The core of Xi-cam is an extensible plugin-based graphical user interface platform which provides users with an interactive interface to processing algorithms. Plugins are available for SAXS/WAXS/GISAXS/GIWAXS, tomography and NEXAFS data. With Xi-cam's `advanced' mode, data processing steps are designed as a graph-based workflow, which can be executed live, locally or remotely. Remote execution utilizes high-performance computing or de-localized resources, allowing for the effective reduction of high-throughput data. Xi-cam's plugin-based architecture targets cross-facility and cross-technique collaborative development, in support of multi-modal analysis. Xi-cam is open-source and cross-platform, and available for download on GitHub.