SMART: A Surrogate Model for Predicting Application Runtime in Dragonfly Systems

This research introduces SMART, a novel hybrid model integrating GNNs and LLMs to predict application runtime in Dragonfly interconnects with 30% higher accu...

Level: advanced

By Xin Wang, Pietro Lodi Rizzini, Sourav Medya, Zhiling Lan

Category: research