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Abstract |
The current LHCb trigger system consists of a hardware level, which reduces the event
rate of 30 MHz of inelastic collisions to 1 MHz, at which the detector is read out. In the
subsequent High Level Trigger, based on a farm of 20k parallel-processing CPUs, the event
rate is reduced to what can be processed offline, about 5 kHz in Run I. In preparation for
Run II, LHCb has implemented a mechanism which uses disk space in the HLT farm to
buffer events while performing run-by-run detector calibrations, and which allows the HLT
to exploit the time between LHC fills for processing events. We show how these changes will
allow the Run II HLT to implement almost the full offline reconstruction, and the way that
this approach will expand LHCb’s Charm and Kaon physics programmes in particular. We
also discuss the relevance of multivariate selections in the context of such an offline-like HLT.
Finally, we discuss how this offline-like HLT will allow LHCb’s output rate to be increased
to 12.5 kHz in Run II, in particular by dedicating part of the bandwidth to exclusive triggers
which perform the full offline selection and analysis real-time and write to disk only the
few informations needed for the extraction of the physical observables. We also discuss the
impact of this real-time analysis scheme on the physics programme of the LHCb upgrade,
relying entirely on the HLT that will perform an offline-like reconstruction on the full 40MHz
LHC bunch crossing rate in real-time.
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