Workshop Program

Tuesday, June 4 2024

Start End Session  
09:30 09:45 Welcome and Intro from the SAML OC  
09:45 11:00 Keynote by Heiko Koziolek on Software Architecture Challenges for LLM-based Control Code Generation  
11:00 11:30 Coffee Break  
11:30 11:55 Session 1: Dolors Costal, Cristina Gómez, Santiago Del Rey and Silverio Martínez-Fernández: Using Metrics for Code Smells of ML Pipelines  
11:55 12:20 Session 1: Deepali Kholkar, Suraj Thapa, Akhilesh Pal and Suman Roychoudhury: Feature Model Based Integration of Machine Learning in Software Product Lines  
12:20 12:40 Session 1: Sune Chung Jepsen, Anna Hye Ølgaard and Mikkel Baun Kjærgaard: Architecting Machine Learning Systems: Which Parts are the Architect’s Pain?  
12:40 13:00 Session 1: Rachel Brower-Sinning, Grace Lewis, Sebastian Echeverria and Ipek Ozkaya: Using Quality Attribute Scenarios for ML Model Test Case Generation  
13:00 14:00 Lunch  
14:00 14:25 Jasmin Jahic and Ashkan Sami: State of Practice: LLMs in Software Engineering and Software Architecture  
14:25 14:55 Invited Talk: Ipek Ozkaya on Report from Dagstuhl Seminar 23302 (Software Architecture and Machine Learning)  
14:55 15:30 Most pressing challenges in SA4ML and ML4SA and research ideas to start addressing them  
15:30 16:00 Coffee Break  
16:00 17:00 Industry Academia Panel Discussion  
17:00 17:30 Closing Thoughts from SAML OC