Hierarchical Training: Scaling Deep Recommendation Models on Large CPU Clusters

Yuzhen Huang, Xiaohan Wei, Xing Wang, Jiyan Yang, Bor-Yiing Su, Shivam Bharuka, Dhruv Choudhary, Zewei Jiang, Hai Zheng, Jack Langman. Hierarchical Training: Scaling Deep Recommendation Models on Large CPU Clusters. In Feida Zhu 0002, Beng Chin Ooi, Chunyan Miao, editors, KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021. pages 3050-3058, ACM, 2021. [doi]

@inproceedings{HuangWWYSBCJZL21,
  title = {Hierarchical Training: Scaling Deep Recommendation Models on Large CPU Clusters},
  author = {Yuzhen Huang and Xiaohan Wei and Xing Wang and Jiyan Yang and Bor-Yiing Su and Shivam Bharuka and Dhruv Choudhary and Zewei Jiang and Hai Zheng and Jack Langman},
  year = {2021},
  doi = {10.1145/3447548.3467084},
  url = {https://doi.org/10.1145/3447548.3467084},
  researchr = {https://researchr.org/publication/HuangWWYSBCJZL21},
  cites = {0},
  citedby = {0},
  pages = {3050-3058},
  booktitle = {KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
  editor = {Feida Zhu 0002 and Beng Chin Ooi and Chunyan Miao},
  publisher = {ACM},
  isbn = {978-1-4503-8332-5},
}