Realtime Machine Learning

Name: Workshop // on // Fast Realtime Systems // and // Realtime Machine Learning
Start: 2024-04-08T09:00:00+02:00
End: 2024-04-11T18:00:00+02:00
Location: Heinrich-Buff-Ring 58

Apr 8 – 11, 2024

Heinrich-Buff-Ring 58

Europe/Berlin timezone

Contribution List

1. Welcome, information, scope of the workshop

Jens Soeren Lange (BELLE (BELLE II Experiment))

4/8/24, 10:15 AM

Fast DAQ and Trigger #1
4. ALICE triggerless readout, software trigger and online reconstruction

David Rohr (CERN)

4/8/24, 10:30 AM

Fast DAQ and Trigger #1
27. Jennifer2 Project

Antonio Passeri (BELLE (BELLE II Experiment))

4/8/24, 1:15 PM

Fast DAQ and Trigger #2
6. DAQ and trigger systems at present and future neutrino experiments (Jennifer2 project report)

Benjamin Richards (U Warwick)

4/8/24, 1:30 PM

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

Alexey Rybalchenko (GSI Darmstadt), Mohammad Al-Turany (GSI Darmstadt)

4/8/24, 2:10 PM

Fast DAQ and Trigger #2
3. LHCb triggerless readout, software trigger and online reconstruction

Alberto Perro (CERN), Niko Neufeld (CERN)

4/8/24, 3:30 PM

Fast DAQ and Trigger #3
30. The CBM Triggerless Readout: Concepts and Prototyping

Volker Friese (FAIR)

4/8/24, 4:30 PM

Fast DAQ and Trigger #3
26. Belle II DAQ Upgrade with PCIe40 (implementation, practical experience and performance)

Dmytro Levit (KEK IPNS)

4/9/24, 9:00 AM

Fast DAQ and Trigger #4: FPGA
7. TDC on FPGA and application n the DAQ system of the HADES experiment

Michael Traxler (FAIR Darmstadt)

4/9/24, 9:40 AM

Fast DAQ and Trigger #4: FPGA
24. Versatile FPGA-based DAQ system using synchronous Aurora links and AXI infrastructure

Grzegorz Korcyl (Jagiellonian University Crakow)

4/9/24, 10:40 AM

Fast DAQ and Trigger #4: FPGA
9. FPGA-based Belle II PXD readout (Jennifer2 Project Report)

Jens Soeren Lange (BELLE (BELLE II Experiment))

4/9/24, 1:15 PM

Fast DAQ and Trigger #5
10. FPGA Firmware for new Kintex UltraScale board (AXIStream)

Matthaeus Krein (BELLE (BELLE II Experiment))

4/9/24, 1:55 PM

Fast DAQ and Trigger #5
22. Cherenkov angle reconstruction on Xilinx Virtex

Schmidt Mustafa (U Wuppertal)

4/9/24, 2:20 PM

Fast DAQ and Trigger #5
25. Hands-on experiences with Xilinx Zynq, UltraScale and UltraScale+

Vladimir Savinov (BELLE (BELLE II Experiment))

4/9/24, 3:30 PM

Fast DAQ and Trigger #6
31. Workshop Dinner, Restaurant Bootshaus, Bootshausstraße 12, 35390 Gießen, https://bootshaus-giessen.com

Jens Soeren Lange (BELLE (BELLE II Experiment))

4/9/24, 7:00 PM
15. Anomaly detection on trigger level at CMS

Artur Lobanov (U Hamburg), Gregor Kasieczka (U Hamburg)

4/10/24, 9:00 AM

Realtime ML #1
16. ErUM-WAVE Project, earthquake realtime analysis with FPGAs

Jochen Steinmann, Conny Hammer (U Hamburg)

4/10/24, 10:00 AM

Realtime ML #1
20. Data I/O with UDP for hls4ml

Peter Lehnhardt (JLU Giessen)

4/10/24, 11:00 AM

Realtime ML #1
11. Belle II Neutrotrigger

Christian Kiesling (Belle/MPIM (H1 / MPI Muenchen))

4/10/24, 1:15 PM

Realtime ML #2
13. Hit Clean-up with GNNs for real-time tracking at Belle II

Greta Heine (KIT Karlsruhe)

4/10/24, 1:50 PM

Realtime ML #2
12. Real-time Graph Building on FPGAs for Machine Learning Trigger Applications in Particle Physics

Marc Neu (KIT Karlsruhe)

4/10/24, 2:15 PM

Realtime ML #2
14. Real-time Clustering with GNNs for the Electromagnetic Calorimeter Trigger at Belle II

Isabel Haide (KIT Karlsruhe)

4/10/24, 3:30 PM

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

Tae Min Hong (U Pittsburgh), Steven Roche (U Saint Louis), Ben Carlson (Westmont College)

4/10/24, 4:00 PM

Realtime ML #3
23. Plan for new device's R&D using Versal for the experiments at KEK

Yun-Tsung Lai (Belle (SuperKEKB Experiment))

4/11/24, 9:00 AM

Realtime ML #4
18. AMD/Xilinx Versal platform and related topics

Steffen Bähr (AMD Xliinx AI Engine Architecture Team)

4/11/24, 9:40 AM

Realtime ML #4
19. GNN live tracking and triggering on the Versal platform for Dark Matter searches

Michael Lupberger (U Bonn)

4/11/24, 10:35 AM

Realtime ML #4
21. Versal @ Giessen and possible use for anomaly detection in the Belle II PXD

Jens Soeren Lange (BELLE (BELLE II Experiment))

4/11/24, 11:30 AM

Realtime ML #4
32. CLOSEOUT

Jens Soeren Lange (BELLE (BELLE II Experiment))

4/11/24, 12:00 PM

Realtime ML #4
8. ADC on FPGA

Fast DAQ and Trigger #4: FPGA
2. LHCb triggerless readout

Niko Neufeld (CERN)

Fast DAQ and Trigger #3
17. Project aNNomalie: Data mining and anomaly detection in realtime on detector-near embedded processors

Jens Soeren Lange (BELLE (BELLE II Experiment))

Realtime ML #5
33. SUMMARY OF THE WORKSHOP (PRESSEERKLÄRUNG)

Jens Soeren Lange (BELLE (BELLE II Experiment))

Realtime ML #4
29. What is Versal?

Jens Soeren Lange (BELLE (BELLE II Experiment))

Realtime ML #4

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