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“…In this talk, we present the status of data scouting in CMS and the improvements introduced in 2015 and 2016, which promoted data scouting to a full-fledged, flexible discovery tool for the LHC Run II.…”
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“…Data scouting is a paradigm for data analysis at CMS based on trigger-level object reconstruction. …”
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“…Data scouting, introduced by CMS in 2011, is the use of specialized data streams based on reduced event content, enabling LHC experiments to record unprecedented numbers of proton-proton collision events that would otherwise be rejected by the usual filters. …”
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“…With “40 MHz Scouting” the events are not filtered by triggers and therefore much more data is available for analysis and other tasks. …”
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“…The 40MHz Scouting system is a novel data acquisition system, parallel to the Level-1 trigger, that collects the Level-1 trigger primitives at the full bunch crossing rate. …”
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“…The 23rd World Scout Jamboree was held in Japan from 28 July to 8 August 2015 and was attended by over 33,000 scouts from 162 countries. …”
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“…This note describes the current strategy for data parking and data scouting at the CMS experiment during the 2012 data taking at $\sqrt{s}=8$ TeV.…”
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“…We present the results of further investigation into a novel data analysis technique called "data scouting". This technique allows us probe below the lower dijet mass limit, which is imposed by bandwidth limitations on the high-level trigger (HLT) at large luminosities. …”
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“…In the year 2011, the CMS collaboration introduced the novel concept of data scouting, allowing to take data that otherwise would be rejected by the usual trigger filters. …”
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“…This talk will present a deep learning approach to muon scouting in the Level-1 Trigger of the CMS detector. …”
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“…This document describes a proof-of-concept study on the possibility of using a neural network to correct the Level-1 (L1) Trigger Muon objects to improve their quality for real-time analysis as part of a 40 MHz scouting system. L1 scouting is the concept of reading out L1 trigger objects at the full bunch crossing rate. …”
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“…A novel data collection system, known as Level-1 (L1) Scouting, is being introduced as part of the L1 trigger of the CMS experiment at the CERN Large Hadron Collider. …”
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“…First, we scout an area with a Light Detection and Ranging sensor onboard a drone to accurately 3D-map the area. …”
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“…The study objective was to examine precision in wound measurement using a recently Food and Drug Administration-approved Scout (WoundVision, LLC, Indianapolis, Indiana) device to measure wound length (L) and width (W). …”
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