@inproceedings {286415, author = {Junxue Zhang and Xiaodian Cheng and Wei Wang and Liu Yang and Jinbin Hu and Kai Chen}, title = {{FLASH}: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning}, booktitle = {20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23)}, year = {2023}, isbn = {978-1-939133-33-5}, address = {Boston, MA}, pages = {1057--1079}, url = {https://www.usenix.org/conference/nsdi23/presentation/zhang-junxue}, publisher = {USENIX Association}, month = apr } @inproceedings {234849, author = {Yiding Wang and Weiyan Wang and Junxue Zhang and Junchen Jiang and Kai Chen}, title = {Bridging the {Edge-Cloud} Barrier for Real-time Advanced Vision Analytics}, booktitle = {11th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 19)}, year = {2019}, address = {Renton, WA}, url = {https://www.usenix.org/conference/hotcloud19/presentation/wang}, publisher = {USENIX Association}, month = jul }