Jade Nie

Software-hardware co-design for fast and scalable training of deep learning recommendation models

Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang et al. · 2022 · 126 citations

Computing, Computer Engineering, Computer Science +17

Understanding Training Efficiency of Deep Learning Recommendation Models at Scale

Bilge Acun, M. Murphy, Xiaodong Wang et al. · 2021 · 78 citations

Computing, Computer Science, High-performance Computing +17

Enabling Compute-Communication Overlap in Distributed Deep Learning Training Platforms

Saeed Rashidi, Matthew Denton, Srinivas Sridharan et al. · 2021 · 37 citations · Full text

Computing, Computer Engineering, Computer Science +16

AutoShard: Automated Embedding Table Sharding for Recommender Systems

Daochen Zha, Louis Feng, Bhargav Bhushanam et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 21 citations

Computing, Computer Science, Distributed Systems +14

High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models.

Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang et al. · arXiv (Cornell University) · 2021 · 18 citations · Full text

Computing, Computer Science, High-performance Computing +17