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} }