@inproceedings {285072, author = {John Thorpe and Pengzhan Zhao and Jonathan Eyolfson and Yifan Qiao and Zhihao Jia and Minjia Zhang and Ravi Netravali and Guoqing Harry Xu}, title = {Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large {DNNs}}, booktitle = {20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23)}, year = {2023}, isbn = {978-1-939133-33-5}, address = {Boston, MA}, pages = {497--513}, url = {https://www.usenix.org/conference/nsdi23/presentation/thorpe}, publisher = {USENIX Association}, month = apr } @inproceedings {285070, author = {Chenxi Wang and Yifan Qiao and Haoran Ma and Shi Liu and Wenguang Chen and Ravi Netravali and Miryung Kim and Guoqing Harry Xu}, title = {Canvas: Isolated and Adaptive Swapping for {Multi-Applications} on Remote Memory}, booktitle = {20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23)}, year = {2023}, isbn = {978-1-939133-33-5}, address = {Boston, MA}, pages = {161--179}, url = {https://www.usenix.org/conference/nsdi23/presentation/wang-chenxi}, publisher = {USENIX Association}, month = apr } @inproceedings {285111, author = {Arthi Padmanabhan and Neil Agarwal and Anand Iyer and Ganesh Ananthanarayanan and Yuanchao Shu and Nikolaos Karianakis and Guoqing Harry Xu and Ravi Netravali}, title = {Gemel: Model Merging for {Memory-Efficient}, {Real-Time} Video Analytics at the Edge}, booktitle = {20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23)}, year = {2023}, isbn = {978-1-939133-33-5}, address = {Boston, MA}, pages = {973--994}, url = {https://www.usenix.org/conference/nsdi23/presentation/padmanabhan}, publisher = {USENIX Association}, month = apr } @inproceedings {286471, author = {Yifan Qiao and Chenxi Wang and Zhenyuan Ruan and Adam Belay and Qingda Lu and Yiying Zhang and Miryung Kim and Guoqing Harry Xu}, title = {Hermit: {Low-Latency}, {High-Throughput}, and Transparent Remote Memory via {Feedback-Directed} Asynchrony}, booktitle = {20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23)}, year = {2023}, isbn = {978-1-939133-33-5}, address = {Boston, MA}, pages = {181--198}, url = {https://www.usenix.org/conference/nsdi23/presentation/qiao}, publisher = {USENIX Association}, month = apr } @inproceedings {280862, author = {Chenxi Wang and Haoran Ma and Shi Liu and Yifan Qiao and Jonathan Eyolfson and Christian Navasca and Shan Lu and Guoqing Harry Xu}, title = {{MemLiner}: Lining up Tracing and Application for a {Far-Memory-Friendly} Runtime}, booktitle = {16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22)}, year = {2022}, isbn = {978-1-939133-28-1}, address = {Carlsbad, CA}, pages = {35--53}, url = {https://www.usenix.org/conference/osdi22/presentation/wang}, publisher = {USENIX Association}, month = jul } @inproceedings {280936, author = {Yaniv David and Xudong Sun and Raphael J. Sofaer and Aditya Senthilnathan and Junfeng Yang and Zhiqiang Zuo and Guoqing Harry Xu and Jason Nieh and Ronghui Gu}, title = {{UPGRADVISOR}: Early Adopting Dependency Updates Using Hybrid Program Analysis and Hardware Tracing}, booktitle = {16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22)}, year = {2022}, isbn = {978-1-939133-28-1}, address = {Carlsbad, CA}, pages = {751--767}, url = {https://www.usenix.org/conference/osdi22/presentation/david}, publisher = {USENIX Association}, month = jul } @inproceedings {273743, author = {John Thorpe and Yifan Qiao and Jonathan Eyolfson and Shen Teng and Guanzhou Hu and Zhihao Jia and Jinliang Wei and Keval Vora and Ravi Netravali and Miryung Kim and Guoqing Harry Xu}, title = {Dorylus: Affordable, Scalable, and Accurate {GNN} Training with Distributed {CPU} Servers and Serverless Threads}, booktitle = {15th USENIX Symposium on Operating Systems Design and Implementation (OSDI 21)}, year = {2021}, isbn = {978-1-939133-22-9}, pages = {495--514}, url = {https://www.usenix.org/conference/osdi21/presentation/thorpe}, publisher = {USENIX Association}, month = jul } @inproceedings {258846, author = {Chenxi Wang and Haoran Ma and Shi Liu and Yuanqi Li and Zhenyuan Ruan and Khanh Nguyen and Michael D. Bond and Ravi Netravali and Miryung Kim and Guoqing Harry Xu}, title = {Semeru: A {Memory-Disaggregated} Managed Runtime}, booktitle = {14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20)}, year = {2020}, isbn = {978-1-939133-19-9}, pages = {261--280}, url = {https://www.usenix.org/conference/osdi20/presentation/wang}, publisher = {USENIX Association}, month = nov } @inproceedings {222571, author = {Kai Wang and Zhiqiang Zuo and John Thorpe and Tien Quang Nguyen and Guoqing Harry Xu}, title = {{RStream}: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine}, booktitle = {13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18)}, year = {2018}, isbn = {978-1-939133-08-3}, address = {Carlsbad, CA}, pages = {763--782}, url = {https://www.usenix.org/conference/osdi18/presentation/wang}, publisher = {USENIX Association}, month = oct }