@inproceedings {288638, author = {Chen Zhang and Lingxiao Ma and Jilong Xue and Yining Shi and Ziming Miao and Fan Yang and Jidong Zhai and Zhi Yang and Mao Yang}, title = {Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning}, booktitle = {17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23)}, year = {2023}, isbn = {978-1-939133-34-2}, address = {Boston, MA}, pages = {681--699}, url = {https://www.usenix.org/conference/osdi23/presentation/zhang-chen}, publisher = {USENIX Association}, month = jul } @inproceedings {286433, author = {Chieh-Jan Mike Liang and Zilin Fang and Yuqing Xie and Fan Yang and Zhao Lucis Li and Li Lyna Zhang and Mao Yang and Lidong Zhou}, title = {On Modular Learning of Distributed Systems for Predicting {End-to-End} Latency}, booktitle = {20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23)}, year = {2023}, isbn = {978-1-939133-33-5}, address = {Boston, MA}, pages = {1081--1095}, url = {https://www.usenix.org/conference/nsdi23/presentation/liang-chieh-jan}, publisher = {USENIX Association}, month = apr } @inproceedings {288618, author = {Qianxi Zhang and Shuotao Xu and Qi Chen and Guoxin Sui and Jiadong Xie and Zhizhen Cai and Yaoqi Chen and Yinxuan He and Yuqing Yang and Fan Yang and Mao Yang and Lidong Zhou}, title = {{VBASE}: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity}, booktitle = {17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23)}, year = {2023}, isbn = {978-1-939133-34-2}, address = {Boston, MA}, pages = {377--395}, url = {https://www.usenix.org/conference/osdi23/presentation/zhang-qianxi}, publisher = {USENIX Association}, month = jul } @inproceedings {280896, author = {Hongyu Zhu and Ruofan Wu and Yijia Diao and Shanbin Ke and Haoyu Li and Chen Zhang and Jilong Xue and Lingxiao Ma and Yuqing Xia and Wei Cui and Fan Yang and Mao Yang and Lidong Zhou and Asaf Cidon and Gennady Pekhimenko}, title = {{ROLLER}: Fast and Efficient Tensor Compilation for Deep Learning}, booktitle = {16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22)}, year = {2022}, isbn = {978-1-939133-28-1}, address = {Carlsbad, CA}, pages = {233--248}, url = {https://www.usenix.org/conference/osdi22/presentation/zhu}, publisher = {USENIX Association}, month = jul } @inproceedings {280848, author = {Ningxin Zheng and Bin Lin and Quanlu Zhang and Lingxiao Ma and Yuqing Yang and Fan Yang and Yang Wang and Mao Yang and Lidong Zhou}, title = {{SparTA}: {Deep-Learning} Model Sparsity via {Tensor-with-Sparsity-Attribute}}, booktitle = {16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22)}, year = {2022}, isbn = {978-1-939133-28-1}, address = {Carlsbad, CA}, pages = {213--232}, url = {https://www.usenix.org/conference/osdi22/presentation/zheng-ningxin}, publisher = {USENIX Association}, month = jul } @inproceedings {254402, author = {Chieh-Jan Mike Liang and Hui Xue and Mao Yang and Lidong Zhou and Lifei Zhu and Zhao Lucis Li and Zibo Wang and Qi Chen and Quanlu Zhang and Chuanjie Liu and Wenjun Dai}, title = {{AutoSys}: The Design and Operation of {Learning-Augmented} Systems}, booktitle = {2020 USENIX Annual Technical Conference (USENIX ATC 20)}, year = {2020}, isbn = {978-1-939133-14-4}, pages = {323--336}, url = {https://www.usenix.org/conference/atc20/presentation/liang-mike}, publisher = {USENIX Association}, month = jul } @inproceedings {258890, author = {Hanyu Zhao and Zhenhua Han and Zhi Yang and Quanlu Zhang and Fan Yang and Lidong Zhou and Mao Yang and Francis C.M. Lau and Yuqi Wang and Yifan Xiong and Bin Wang}, title = {{HiveD}: Sharing a {GPU} Cluster for Deep Learning with Guarantees}, booktitle = {14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20)}, year = {2020}, isbn = {978-1-939133-19-9}, pages = {515--532}, url = {https://www.usenix.org/conference/osdi20/presentation/zhao-hanyu}, publisher = {USENIX Association}, month = nov } @inproceedings {258892, author = {Quanlu Zhang and Zhenhua Han and Fan Yang and Yuge Zhang and Zhe Liu and Mao Yang and Lidong Zhou}, title = {Retiarii: A Deep Learning {Exploratory-Training} Framework}, booktitle = {14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20)}, year = {2020}, isbn = {978-1-939133-19-9}, pages = {919--936}, url = {https://www.usenix.org/conference/osdi20/presentation/zhang-quanlu}, publisher = {USENIX Association}, month = nov } @inproceedings {181943, author = {Zhenyu Guo and Sean McDirmid and Mao Yang and Li Zhuang and Pu Zhang and Yingwei Luo and Tom Bergan and Madan Musuvathi and Zheng Zhang and Lidong Zhou}, title = {Failure Recovery: When the Cure Is Worse Than the Disease}, booktitle = {14th Workshop on Hot Topics in Operating Systems (HotOS XIV)}, year = {2013}, address = {Santa Ana Pueblo, NM}, url = {https://www.usenix.org/conference/hotos13/session/guo}, publisher = {USENIX Association}, month = may } @inproceedings {266715, author = {Zhenyu Guo and Dong Zhou and Haoxiang Lin and Mao Yang and Fan Long and Chaoqiang Deng and Changshu Liu and Lidong Zhou}, title = {G2: A Graph Processing System for Diagnosing Distributed Systems}, booktitle = {2011 USENIX Annual Technical Conference (USENIX ATC 11)}, year = {2011}, address = {Portland, OR}, url = {https://www.usenix.org/conference/usenixatc11/g2-graph-processing-system-diagnosing-distributed-systems}, publisher = {USENIX Association}, month = jun } @inproceedings {267763, author = {Junfeng Yang and Tisheng Chen and Ming Wu and Zhilei Xu and Xuezheng Liu and Haoxiang Lin and Mao Yang and Fan Long and Lintao Zhang and Lidong Zhou}, title = {{MODIST}: Transparent Model Checking of Unmodified Distributed Systems}, booktitle = {6th USENIX Symposium on Networked Systems Design and Implementation (NSDI 09)}, year = {2009}, address = {Boston, MA }, url = {https://www.usenix.org/conference/nsdi-09/modist-transparent-model-checking-unmodified-distributed-systems}, publisher = {USENIX Association}, month = apr } @inproceedings {267737, author = {Bingsheng He and Mao Yang}, title = {Wave Computing in the Cloud}, booktitle = {12th Workshop on Hot Topics in Operating Systems (HotOS XII)}, year = {2009}, address = {Monte Verit{\`a}, Switzerland}, url = {https://www.usenix.org/conference/hotos-xii/wave-computing-cloud}, publisher = {USENIX Association}, month = may } @inproceedings {269508, author = {Mao Yang and Hua Chen and Ben Y. Zhao and Yafei Dai and Zheng Zhang}, title = {Deployment of a Large-scale {Peer-to-Peer} Social Network}, booktitle = {First Workshop on Real, Large Distributed Systems (WORLDS 04)}, year = {2004}, address = {San Francisco, CA}, url = {https://www.usenix.org/conference/worlds-04/deployment-large-scale-peer-peer-social-network}, publisher = {USENIX Association}, month = dec }