100-Gbit/s UDP Data Acquisition on Linux Using AF_XDP: The TRISTAN Detector

IF 1.9 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Nuclear Science Pub Date : 2024-08-30 DOI:10.1109/TNS.2024.3452469
Jalal Mostafa;Denis Tcherniakhovski;Suren Chilingaryan;Matthias Balzer;Andreas Kopmann;Jürgen Becker
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Abstract

A growing number of detectors produce data rates of more than 100 Gb/s, which often necessitate software-defined data processing to operate. Because of its simplicity, the user datagram protocol (UDP) offers a straightforward method for integrating such detectors with online computing resources that host the data processing software. Nevertheless, conventional technologies—such as POSIX sockets—are either ineffective or difficult to apply on detector boards based on field-programmable gateway arrays (FPGAs). The new Linux AF_XDP sockets (XSK) are a novel method that uses zero-copy methods to target high data speeds. In this article, we present “DQDK,” a novel data acquisition (DAQ) framework based on AF_XDP and UDP for readout systems with more than 100 Gb/s. We evaluate our framework for the TRItium sterile antineutrino (TRISTAN) detector whose rates are expected to reach 200 Gb/s. We describe our experience developing a TRISTAN detector readout system using AF_XDP.
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使用 AF_XDP 在 Linux 上进行 100 Gbit/s UDP 数据采集:TRISTAN 探测器
越来越多的检测器产生超过100 Gb/s的数据速率,这通常需要软件定义的数据处理来操作。由于其简单性,用户数据报协议(UDP)提供了一种直接的方法,可以将这些检测器与承载数据处理软件的在线计算资源集成在一起。然而,传统技术,如POSIX插座,要么无效,要么难以应用于基于现场可编程网关阵列(fpga)的检测板。新的Linux AF_XDP套接字(XSK)是一种新颖的方法,它使用零复制方法来实现高数据速度。在本文中,我们介绍了“DQDK”,这是一种基于AF_XDP和UDP的新型数据采集(DAQ)框架,适用于读取速度超过100 Gb/s的系统。我们评估了我们的氚无菌反中微子(TRISTAN)探测器的框架,其速率有望达到200gb /s。我们描述了我们使用AF_XDP开发TRISTAN检测器读出系统的经验。
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来源期刊
IEEE Transactions on Nuclear Science
IEEE Transactions on Nuclear Science 工程技术-工程:电子与电气
CiteScore
3.70
自引率
27.80%
发文量
314
审稿时长
6.2 months
期刊介绍: The IEEE Transactions on Nuclear Science is a publication of the IEEE Nuclear and Plasma Sciences Society. It is viewed as the primary source of technical information in many of the areas it covers. As judged by JCR impact factor, TNS consistently ranks in the top five journals in the category of Nuclear Science & Technology. It has one of the higher immediacy indices, indicating that the information it publishes is viewed as timely, and has a relatively long citation half-life, indicating that the published information also is viewed as valuable for a number of years. The IEEE Transactions on Nuclear Science is published bimonthly. Its scope includes all aspects of the theory and application of nuclear science and engineering. It focuses on instrumentation for the detection and measurement of ionizing radiation; particle accelerators and their controls; nuclear medicine and its application; effects of radiation on materials, components, and systems; reactor instrumentation and controls; and measurement of radiation in space.
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