Texas A&M University; Rice University; Meta Platforms, Inc.
Daochen Zha, Louis Feng, Qiaoyu Tan, Zirui Liu, Kwei-Herng Lai, Bhargav Bhushanam, Yuandong Tian, Arun Kejariwal, Xia Hu
Reinforcement Learning;Recommender System;Distributed Training;Embedding Table;Cost Modeling
DreamShard: Generalizable Embedding Table Placement for Recommender Systems