ATLAS & CMS MLOps Workshop

Contribution List

11. Firmware: ML integration into Athena

Kenny Jia (Stanford University/SLAC)

02/06/2025, 09:15

MLOps in ATLAS

1. Software: Model matadata and Cond DB interface

Davide Valsecchi (ETH Zurich (CH))

02/06/2025, 09:15

MLOps in CMS

13. Discussion: Bitwise ML simulation

Ioannis Xiotidis (CERN)

02/06/2025, 09:30

MLOps in ATLAS

2. Firmware: Reconfigurable FW and monitoring

Christopher Edward Brown (CERN)

02/06/2025, 10:00

MLOps in CMS

10. Software: Data generation and pythonisation

Maria Carnesale (CERN)

02/06/2025, 10:00

MLOps in ATLAS

14. Discussion: Pythonisation of training files

Ioannis Xiotidis (CERN)

02/06/2025, 10:15

MLOps in ATLAS

12. Hardware: Infrastructure for developing ML

Rimsky Alejandro Rojas Caballero (CERN)

02/06/2025, 11:00

MLOps in ATLAS

3. Hardware: Infrastructure for ML deployment

Hannes Jakob Hansen, Maciej Mikolaj Glowacki (CERN), Raulian-Ionut Chiorescu, Ricardo Rocha (CERN)

02/06/2025, 11:00

MLOps in CMS

15. Discussion: Hardware for ML deployment

Ioannis Xiotidis (CERN)

02/06/2025, 11:15

MLOps in ATLAS

4. Training: Strategies for training models deployed under evolving detector conditions

Christopher Edward Brown (CERN)

02/06/2025, 13:20

Open Session - Discussion

7. Open Floor: Discussion & Questions

02/06/2025, 13:35

Open Session - Discussion

5. Model Logistics: Managing models through software, firmware, and back to software again

Ioannis Xiotidis (CERN)

02/06/2025, 14:20

Open Session - Discussion

8. Open Floor: Discussion & Questions

02/06/2025, 14:35

Open Session - Discussion

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

Open Session - Discussion

9. Open Floor: Discussion & Questions

02/06/2025, 15:35

Open Session - Discussion