AI Surrogate Models for Generating Synthetic PanDA Job Records to Improve Distributed Computing Optimization

This research explores the use of AI surrogate models to generate synthetic job records, aiming to overcome data scarcity challenges in optimizing distributed computing systems, particularly for high-energy physics experiments like ATLAS.