ATLAS & CMS MLOps Workshop

Monday 2 June 2025 - 09:00
CERN (IdeaSquare)

        : Sessions
    /     : Talks
        : Breaks
2 Jun 2025
AM
09:00
Welcome Session - Practical Information (until 09:15)
09:15
MLOps in ATLAS (until 12:15)
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)  
10:45 --- Coffee Break ---
11:00 Hardware: Infrastructure for developing ML - Rimsky Alejandro Rojas Caballero (CERN)  
11:15 Discussion: Hardware for ML deployment - Ioannis Xiotidis (CERN)  
09:15
MLOps in CMS (until 12:15)
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)  
10:45 --- Break ---
11:00 Hardware: Infrastructure for ML deployment - Raulian-Ionut Chiorescu Ricardo Rocha (CERN) Hannes Jakob Hansen Maciej Mikolaj Glowacki (CERN)  
PM
12:15
Lunch Break (until 13:15)
13:20
Open Session - Discussion (until 17:05)
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
Workshop Picture - Alex Lasa Lamarca (until 17:10)