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The design of a data management system at HEPS
Hao Hu1, Fazhi Qi1, Hongmei Zhang1
1Computing Center, Institute of High Energy Physics, 19B Yuquan Road, Shijingshan District, Beijing 100049, People's Republic of China.
Journal of Synchrotron Radiation
|January 5, 2021
Summary
The High-Energy Photon Source (HEPS) will generate massive experimental data. A new data management system (DMS) is designed to automate data organization, transfer, storage, and sharing for HEPS.
Area of Science:
- * Physics and Materials Science
- * Synchrotron Radiation Technology
Background:
- * The High-Energy Photon Source (HEPS) in China is projected to produce an immense volume of experimental data, estimated at 24 PB per month from its initial 14 beamlines.
- * Future expansion to over 90 beamlines will further increase data generation, necessitating robust data handling capabilities.
- * Ensuring the accuracy, availability, and accessibility of this vast scientific data is critical for research continuity.
Purpose of the Study:
- * To design and describe an effective data management system (DMS) tailored for the HEPS facility.
- * To outline the architecture, data flow, and key technologies of the proposed DMS.
- * To detail the implementation and evaluation of a testbed DMS at the Beijing Synchrotron Radiation Facility.
Main Methods:
- * System architecture design for automated data organization, transfer, storage, distribution, and sharing.
- * Description of data flow from the perspective of both facility users and IT infrastructure.
- * Implementation and testing of a prototype DMS at the 1W1A beamline.
Main Results:
- * A comprehensive DMS architecture has been designed to manage HEPS experimental data.
- * Key techniques for efficient data handling have been identified and integrated.
- * A successful testbed deployment at the Beijing Synchrotron Radiation Facility demonstrates the system's feasibility.
Conclusions:
- * An effective DMS is crucial for managing the large-scale data generated by advanced facilities like HEPS.
- * The designed system automates critical data management processes, ensuring data integrity and accessibility.
- * The testbed results validate the proposed DMS approach for future deployment at HEPS.