@inproceedings {288550, author = {Weihao Cui and Zhenhua Han and Lingji Ouyang and Yichuan Wang and Ningxin Zheng and Lingxiao Ma and Yuqing Yang and Fan Yang and Jilong Xue and Lili Qiu and Lidong Zhou and Quan Chen and Haisheng Tan and Minyi Guo}, title = {Optimizing Dynamic Neural Networks with Brainstorm}, booktitle = {17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 23)}, year = {2023}, isbn = {978-1-939133-34-2}, address = {Boston, MA}, pages = {797--815}, url = {https://www.usenix.org/conference/osdi23/presentation/cui}, publisher = {USENIX Association}, month = jul } @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 {280782, author = {Wei Zhang and Binghao Chen and Zhenhua Han and Quan Chen and Peng Cheng and Fan Yang and Ran Shu and Yuqing Yang and Minyi Guo}, title = {{PilotFish}: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training}, booktitle = {2022 USENIX Annual Technical Conference (USENIX ATC 22)}, year = {2022}, isbn = {978-1-939133-29-60}, address = {Carlsbad, CA}, pages = {217--232}, url = {https://www.usenix.org/conference/atc22/presentation/zhang-wei}, 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 }