Conveners
Edge data processing using AI/ML
- Stefan Spanier
Event selection is central to high-intensity particle physics experiments to allow DAQ systems to manage the corresponding data rates. This is true for the MUonE experiment, which will be composed of 40 tracking stations and targets to reconstruct elastic scatters of muons on atomic electrons. Since the signal process and some backgrounds can be distinguished using track information alone,...
The upgraded LHCb experiment is pioneering the landscape of real-time data-processing techniques using an heterogeneous computing infrastructure, composed of both GPUs and FPGAs, aimed at boosting the performance of the HLT1 reconstruction. Amongst the novelties in the reconstruction infrastructure made for the Run 3, the introduction of a real-time hit-finding FPGA-based architecture on the...