Conveners
大数据采集与存储
- Shengsen Sun (Institute of High Energy Physics)
介绍散裂中子源的数据获取特点和需求,其虽然在数据量上没有高能物理实验的海量规模,但各种先进的实验方法要求数据获取与控制提供双向链路和实时性等重要支持特性,数据获取也因而在这些特性方向上有了独特的发展。结合CSNS上的谱仪数据获取发展状况,报告进而介绍目前中子谱仪的基于数据流平台的数据获取框架及关键技术,进一步探讨未来中子谱仪的数据获取如何利用人工智能和大数据的优势,实现更加高效智能的数据处理。
The HEP computing platform at IHEP is designed to support data processing for the HEP experiments in which IHEP is involved. The platform operates large-scale HTC and HPC clusters, along with WLCG grid sites, providing petabyte-level storage. Studies on optimizing job scheduling and enhancing I/O performance aim to improve resource utilization. Operational maintenance is managed through...