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Evaluate data lake design for the accelerator control system

Year: 2025
Type: conference-paper
Abstract: Increasing precision in automation for modern particle accelerators not only creates a requirement to gather data from all devices but also demands scalable and high-performance data infrastructure with the capability of handling vast incoming device data. A well architected data lake is suitable for such a system which integrates real-time data acquisition, transient data caching, and long-term storage. This paper evaluates data lake architecture for an Accelerator Control System (ACS), focusing on two critical components of a data lake, data cache and long-term storage.
Source: JACOW
Authors: Jaikar,Amol, Tiradani,Anthony, Harrison,Beau
Language: English
Open Access status: hybrid
OpenAlex ID: W7108915463
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