LHCb触发系统:性能和前景

A. Navarro
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引用次数: 0

摘要

LHCb实验的触发器包括两个阶段:初始硬件触发器和在cpu群中实现的高级触发器。它将事件速率从15mhz的输入降低到5khz左右。为了最大限度地提高效率和减少偏差,触发器围绕包容性选择算法进行设计,最终形成一种新颖的增强决策树,该决策树能够基于其衰变产物的鲁棒部分重建来有效地选择美丽强子衰变。这些选择算法的设计和性能将在2012年数据采集的背景下进行讨论。为了提高性能,LHCb升级旨在显著提高检测器的读出速率,从而将更多的工作负载转移到高级触发器上。结果表明,当前的高级触发器架构将能够应对这一挑战,并在LHCb升级的背景下讨论了几个关键通道的预期效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The LHCb trigger system: Performance and outlook
The trigger of the LHCb experiment consists of two stages: an initial hardware trigger, and a high-level trigger implemented in a farm of CPUs. It reduces the event rate from an input of 15 MHz to around 5 kHz. To maximize efficiencies and minimize biases, the trigger is designed around inclusive selection algorithms, culminating in a novel boosted decision tree which enables the efficient selection of beauty hadron decays based on a robust partial reconstruction of their decay products. The design and performance of these selection algorithms will be discussed in the context of the 2012 data taking. In order to improve performance, the LHCb upgrade aims to significantly increase the rate at which the detector will be read out, and hence shift more of the workload onto the high-level trigger. It is demonstrated that the current high-level trigger architecture will be able to meet this challenge, and the expected efficiencies in several key channels are discussed in context of the LHCb upgrade.
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