ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table.
Huifeng Guo|Wei Guo|Yong Gao|Ruiming Tang|Xiuqiang He|Wenzhi Liu
| Anthology ID: | DBLP:conf/sigir/GuoGGTHL21 |
|---|---|
| Volume: | SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021 |
| Year: | 2021 |
| Venue: | Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) |
| Publisher: | ACM |
| Pages: | 1269-1278 |
| URL: | https://doi.org/10.1145/3404835.3462976 |
| DOI: | https://doi.org/10.1145/3404835.3462976 |
| DBLP: | conf/sigir/GuoGGTHL21 |
| BibTeX: |
@inproceedings{guo-2021-scalefreectr,
author = {Huifeng Guo and
Wei Guo and
Yong Gao and
Ruiming Tang and
Xiuqiang He and
Wenzhi Liu},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {{ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table}},
booktitle = {{SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021}},
pages = {1269--1278},
publisher = {ACM},
year = {2021},
url = {https://doi.org/10.1145/3404835.3462976},
doi = {https://doi.org/10.1145/3404835.3462976}
}