论文标题

同步高频分布式读数,用于在Fermilab主喷射器和回收器上进行边缘处理

Synchronous High-frequency Distributed Readout For Edge Processing At The Fermilab Main Injector And Recycler

论文作者

Berlioz, J. R., Austin, M. R., Arnold, J. M., Hazelwood, K. J., Hanlet, P., Ibrahim, M. A., Narayanan, A., Nicklaus, D. J., Praudhan, G., Saewert, A. L., Schupbach, B. A., Seiya, K., Thurman-Keup, R. M., Tran, N. V., Jang, J., Liu, H., Memik, S., Shi, R., Thieme, M., Ulusel, D.

论文摘要

主要喷油器(MI)是使用1980年代为Fermilab主环开发的数据采集系统委托进行的。基于VME的新仪器于2006年进行了梁损耗监视器(BLM)[2]的委托,该仪器提供了对机器的更系统的研究并改进了常规操作的显示。但是,当前的项目要求更多的数据,并且从这个衰老硬件中提高了速度。一个这样的项目,用于分布式系统的实时边缘AI(读取),需要大约两英里的加速器复合物的高频,低延迟的同步BLM读数。已经为开发新硬件的重大工作来监视VME背板并在以太网上广播BLM测量值,同时并没有破坏BLM系统的现有操作关键功能。本文将详细介绍此并行数据途径的设计,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 improved 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 broadcast BLM measurements over Ethernet, while not disrupting the existing operations critical functions of the BLM system. This paper will detail the design, implementation, and testing of this parallel data pathway.

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