ECRM: Efficient Fault Tolerance for Recommendation Model Training via Erasure Coding

Kaige Liu, Jack Kosaian, K. V. Rashmi

Deep-learning-based recommendation models (DLRMs) are widely deployed to serve personalized content to users. DLRMs are large in size due to their use of large embedding tables, an…