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ATLAS & CMS MLOps Workshop

2 June 2025
CERN
Europe/Zurich timezone

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Contribution List

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  1. 11. Firmware: ML integration into Athena
    Kenny Jia (Stanford University/SLAC)
    02/06/2025, 09:15
  2. 1. Software: Model matadata and Cond DB interface
    Davide Valsecchi (ETH Zurich (CH))
    02/06/2025, 09:15
  3. 13. Discussion: Bitwise ML simulation
    Ioannis Xiotidis (CERN)
    02/06/2025, 09:30
  4. 2. Firmware: Reconfigurable FW and monitoring
    Christopher Edward Brown (CERN)
    02/06/2025, 10:00
  5. 10. Software: Data generation and pythonisation
    Maria Carnesale (CERN)
    02/06/2025, 10:00
  6. 14. Discussion: Pythonisation of training files
    Ioannis Xiotidis (CERN)
    02/06/2025, 10:15
  7. 12. Hardware: Infrastructure for developing ML
    Rimsky Alejandro Rojas Caballero (CERN)
    02/06/2025, 11:00
  8. 3. Hardware: Infrastructure for ML deployment
    Hannes Jakob Hansen, Maciej Mikolaj Glowacki (CERN), Raulian-Ionut Chiorescu, Ricardo Rocha (CERN)
    02/06/2025, 11:00
  9. 15. Discussion: Hardware for ML deployment
    Ioannis Xiotidis (CERN)
    02/06/2025, 11:15
  10. 4. Training: Strategies for training models deployed under evolving detector conditions
    Christopher Edward Brown (CERN)
    02/06/2025, 13:20
  11. 7. Open Floor: Discussion & Questions
    02/06/2025, 13:35
  12. 5. Model Logistics: Managing models through software, firmware, and back to software again
    Ioannis Xiotidis (CERN)
    02/06/2025, 14:20
  13. 8. Open Floor: Discussion & Questions
    02/06/2025, 14:35
  14. 6. Data Flow: Handling data conversions and distributed, heterogeneous computing environments
    Leon Joel Kerner (CERN | Rheinisch Westfaelische Tech. Hoch. (DE)), Maciej Mikolaj Glowacki (CERN)
    02/06/2025, 15:20
  15. 9. Open Floor: Discussion & Questions
    02/06/2025, 15:35