Name: ATLAS & CMS MLOps Workshop
Start: 2025-06-02T09:00:00+02:00
End: 2025-06-02T17:45:00+02:00
Location: CERN

ATLAS & CMS MLOps Workshop

Monday 2 June 2025 - 09:00

Monday 2 June 2025

09:00

09:00 - 09:15
Room: IdeaSquare
09:15
09:15 - 12:15
Room: IdeaSquare
Contributions

09:15 Firmware: ML integration into Athena - Kenny Jia (Stanford University/SLAC)

09:30 Discussion: Bitwise ML simulation - Ioannis Xiotidis (CERN)

10:00 Software: Data generation and pythonisation - Maria Carnesale (CERN)

10:15 Discussion: Pythonisation of training files - Ioannis Xiotidis (CERN)

11:00 Hardware: Infrastructure for developing ML - Rimsky Alejandro Rojas Caballero (CERN)

11:15 Discussion: Hardware for ML deployment - Ioannis Xiotidis (CERN)
09:15 - 12:15
Room: IdeaSquare
Contributions

09:15 Software: Model matadata and Cond DB interface - Davide Valsecchi (ETH Zurich (CH))

10:00 Firmware: Reconfigurable FW and monitoring - Christopher Edward Brown (CERN)

11:00 Hardware: Infrastructure for ML deployment - Hannes Jakob Hansen Maciej Mikolaj Glowacki (CERN) Raulian-Ionut Chiorescu Ricardo Rocha (CERN)
12:15

12:15 - 13:15
Room: IdeaSquare
13:20
13:20 - 17:05
Room: IdeaSquare
Contributions

13:20 Training: Strategies for training models deployed under evolving detector conditions - Christopher Edward Brown (CERN)

13:35 Open Floor: Discussion & Questions

14:20 Model Logistics: Managing models through software, firmware, and back to software again - Ioannis Xiotidis (CERN)

14:35 Open Floor: Discussion & Questions

15:20 Data Flow: Handling data conversions and distributed, heterogeneous computing environments - Leon Joel Kerner (CERN | Rheinisch Westfaelische Tech. Hoch. (DE)) Maciej Mikolaj Glowacki (CERN)

15:35 Open Floor: Discussion & Questions
17:05

17:05 - 17:10
Room: IdeaSquare