@inproceedings {265065, author = {Amedeo Sapio and Marco Canini and Chen-Yu Ho and Jacob Nelson and Panos Kalnis and Changhoon Kim and Arvind Krishnamurthy and Masoud Moshref and Dan Ports and Peter Richtarik}, title = {Scaling Distributed Machine Learning with {In-Network} Aggregation}, booktitle = {18th USENIX Symposium on Networked Systems Design and Implementation (NSDI 21)}, year = {2021}, isbn = {978-1-939133-21-2}, pages = {785--808}, url = {https://www.usenix.org/conference/nsdi21/presentation/sapio}, publisher = {USENIX Association}, month = apr }