Workshop // on // Fast Realtime Systems // and // Realtime Machine Learning

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Fast DAQ and Trigger #6

Realtime ML #1

Realtime ML #4

Realtime ML #5

Neuro Hardware (Arduino, Arm, Microcontroller, ...)

Realtime ML #2

Realtime ML #3

Fast DAQ and Trigger #2

Fast DAQ and Trigger #5

Fast DAQ and Trigger #4: FPGA

Fast DAQ and Trigger #3

Fast DAQ and Trigger #1

SUMMARY OF THE WORKSHOP

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Contributions*

ALICE triggerless readout, software trigger and online reconstruction (in session "Fast DAQ and Trigger #1")

AMD/Xilinx Versal platform and related topics (in session "Realtime ML #4")

Anomaly detection on trigger level at CMS (in session "Realtime ML #1")

Belle II DAQ Upgrade with PCIe40 (implementation, practical experience and performance) (in session "Fast DAQ and Trigger #4: FPGA")

Belle II Neutrotrigger (in session "Realtime ML #2")

Cherenkov angle reconstruction on Xilinx Virtex (in session "Fast DAQ and Trigger #5")

CLOSEOUT (in session "Realtime ML #4")

DAQ and trigger systems at present and future neutrino experiments (Jennifer2 project report) (in session "Fast DAQ and Trigger #2")

Data I/O with UDP for hls4ml (in session "Realtime ML #1")

ErUM-WAVE Project, earthquake realtime analysis with FPGAs (in session "Realtime ML #1")

FairMQ and other tools (DDS und ODC) for online Integration of high performance computing clusters (in session "Fast DAQ and Trigger #2")

FPGA Firmware for new Kintex UltraScale board (AXIStream) (in session "Fast DAQ and Trigger #5")

FPGA-based Belle II PXD readout (Jennifer2 Project Report) (in session "Fast DAQ and Trigger #5")

GNN live tracking and triggering on the Versal platform for Dark Matter searches (in session "Realtime ML #4")

Hands-on experiences with Xilinx Zynq, UltraScale and UltraScale+ (in session "Fast DAQ and Trigger #6")

Hit Clean-up with GNNs for real-time tracking at Belle II (in session "Realtime ML #2")

Jennifer2 Project (in session "Fast DAQ and Trigger #2")

LHCb triggerless readout, software trigger and online reconstruction (in session "Fast DAQ and Trigger #3")

Nanosecond anomaly detection with decision trees for high energy physics and real-time application to exotic Higgs decays (HEP L1 trigger) (in session "Realtime ML #3")

Plan for new device's R&D using Versal for the experiments at KEK (in session "Realtime ML #4")

Real-time Clustering with GNNs for the Electromagnetic Calorimeter Trigger at Belle II (in session "Realtime ML #3")

Real-time Graph Building on FPGAs for Machine Learning Trigger Applications in Particle Physics (in session "Realtime ML #2")

TDC on FPGA and application n the DAQ system of the HADES experiment (in session "Fast DAQ and Trigger #4: FPGA")

The CBM Triggerless Readout: Concepts and Prototyping (in session "Fast DAQ and Trigger #3")

Versal @ Giessen and possible use for anomaly detection in the Belle II PXD (in session "Realtime ML #4")

Versatile FPGA-based DAQ system using synchronous Aurora links and AXI infrastructure (in session "Fast DAQ and Trigger #4: FPGA")

Welcome, information, scope of the workshop (in session "Fast DAQ and Trigger #1")

Workshop Dinner, Restaurant Bootshaus, Bootshausstraße 12, 35390 Gießen, https://bootshaus-giessen.com

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Events scheduled on*

08/04/2024

09/04/2024

10/04/2024

11/04/2024

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