Modeling and Optimizing the Scaling Performance in Distributed Deep Learning Training.

@inproceedings{liu-2022-modeling, author = {Ting Liu and Tianhao Miao and Qinghua Wu and Zhenyu Li and Guangxin He and Jiaoren Wu and Shengzhuo Zhang and Xingwu Yang and Gareth Tyson and Gaogang Xie}, editor = {Fr\'{e}d\'{e}rique Laforest and Rapha\"{e}l Troncy and Elena Simperl and Deepak Agarwal and Aristides Gionis and Ivan Herman and Lionel M\'{e}dini}, title = {{Modeling and Optimizing the Scaling Performance in Distributed Deep Learning Training}}, booktitle = {{WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022}}, pages = {1764--1773}, publisher = {ACM}, year = {2022}, url = {https://doi.org/10.1145/3485447.3511981}, doi = {https://doi.org/10.1145/3485447.3511981} }