Synchronous High-Frequency Distributed Readout for Edge Processing at the Fermilab Main Injector and Recycler
Synchronous High-Frequency Distributed Readout for Edge Processing at the Fermilab Main Injector and Recycler
复制标题
费米实验室主注入器和回收器边缘处理的同步高频分布式读出
DOI：
10.2172/1881938
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发表时间：
1900
期刊：
影响因子：
--
通讯作者：
D. Ulusel
中科院分区：
文献类型：
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作者：
J. Berlioz;M. Austin;J. Arnold;K. Hazelwood;P. Hanlet;M. A. Ibrahim;A. Narayanan;D. Nicklaus;G. Praudhan;A. Saewert;B. Schupbach;K. Seiya;R. Thurman;N. Tran;J. Jang;H. Liu;S. Memik;R. Shi;M. Thieme;D. Ulusel
主注入器（MI）是使用20世纪80年代为费米实验室主环开发的数据采集系统进行调试的。2006年，新的基于VME的仪器投入使用，用于束流损失监测器（BLM）[2]，这提供了对机器的更系统的研究，并改进了常规操作的显示。然而，当前的项目需要更多的数据，并以更快的速度从这个老化的硬件。一个这样的项目，分布式系统的实时边缘人工智能（READS），需要从大约两英里的加速器综合体中高频，低延迟地收集同步的BLM读数。在开发新硬件以监控VME背板和通过以太网广播BLM测量的同时，不中断BLM系统的现有操作关键功能方面，已经做了大量工作。本文将详细介绍这种并行数据通路的设计、实现和测试。
The Main Injector (MI) was commissioned using data acquisition systems developed for the Fermilab Main Ring in the 1980s. New VME-based instrumentation was commissioned in 2006 for beam loss monitors (BLM)[2], which provided a more systematic study of the machine and im-proved displays of routine operation. However, current projects are demanding more data and at a faster rate from this aging hardware. One such project, Real-time Edge AI for Distributed Systems (READS), requires the high-frequency, low-latency collection of synchronized BLM readings from around the approximately two-mile accelerator complex. Significant work has been done to develop new hardware to monitor the VME backplane and broad-cast BLM measurements over Ethernet, while not disrupt-ing the existing operations-critical functions of the BLM system. This paper will detail the design, implementation, and testing of this parallel data pathway.