@inproceedings {234813, author = {Yitao Chen and Kaiqi Zhao and Baoxin Li and Ming Zhao}, title = {Exploring the Use of Synthetic Gradients for Distributed Deep Learning across Cloud and Edge Resources}, booktitle = {2nd USENIX Workshop on Hot Topics in Edge Computing (HotEdge 19)}, year = {2019}, address = {Renton, WA}, url = {https://www.usenix.org/conference/hotedge19/presentation/chen}, publisher = {USENIX Association}, month = jul } @inproceedings {232979, author = {Saman Biookaghazadeh and Yitao Chen and Kaiqi Zhao and Ming Zhao}, title = {{KnowledgeNet}: Disaggregated and Distributed Training and Serving of Deep Neural Networks}, booktitle = {2019 USENIX Conference on Operational Machine Learning (OpML 19)}, year = {2019}, isbn = {978-1-939133-00-7}, address = {Santa Clara, CA}, pages = {47--49}, url = {https://www.usenix.org/conference/opml19/presentation/biookaghazadeh}, publisher = {USENIX Association}, month = may }