Evaluating and Enhancing Robustness of Deep Recommendation Systems Against Hardware Errors

Dongning Ma, Xun Jiao, Fred Lin +5

Deep recommendation systems (DRS) heavily depend on specialized HPC hardware and accelerators to optimize energy, efficiency, and recommendation quality. Despite the growing number…