@inproceedings {276938,
	author = {Qizhen Weng and Wencong Xiao and Yinghao Yu and Wei Wang and Cheng Wang and Jian He and Yong Li and Liping Zhang and Wei Lin and Yu Ding},
	title = {{MLaaS} in the Wild: Workload Analysis and Scheduling in {Large-Scale} Heterogeneous {GPU} Clusters},
	booktitle = {19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22)},
	year = {2022},
	isbn = {978-1-939133-27-4},
	address = {Renton, WA},
	pages = {945--960},
	url = {https://www.usenix.org/conference/nsdi22/presentation/weng},
	publisher = {USENIX Association},
	month = apr
}
@inproceedings {280776,
	author = {Xianyan Jia and Le Jiang and Ang Wang and Wencong Xiao and Ziji Shi and Jie Zhang and Xinyuan Li and Langshi Chen and Yong Li and Zhen Zheng and Xiaoyong Liu and Wei Lin},
	title = {Whale: Efficient Giant Model Training over Heterogeneous {GPUs}},
	booktitle = {2022 USENIX Annual Technical Conference (USENIX ATC 22)},
	year = {2022},
	isbn = {978-1-939133-29-57},
	address = {Carlsbad, CA},
	pages = {673--688},
	url = {https://www.usenix.org/conference/atc22/presentation/jia-xianyan},
	publisher = {USENIX Association},
	month = jul
}
@inproceedings {273887,
	author = {Gangmuk Lim and Jeongseob Ahn and Wencong Xiao and Youngjin Kwon and Myeongjae Jeon},
	title = {Zico: Efficient {GPU} Memory Sharing for Concurrent {DNN} Training},
	booktitle = {2021 USENIX Annual Technical Conference (USENIX ATC 21)},
	year = {2021},
	isbn = {978-1-939133-23-6},
	pages = {161--175},
	url = {https://www.usenix.org/conference/atc21/presentation/lim},
	publisher = {USENIX Association},
	month = jul
}
@inproceedings {258957,
	author = {Wencong Xiao and Shiru Ren and Yong Li and Yang Zhang and Pengyang Hou and Zhi Li and Yihui Feng and Wei Lin and Yangqing Jia},
	title = {{AntMan}: Dynamic Scaling on {GPU} Clusters for Deep Learning},
	booktitle = {14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20)},
	year = {2020},
	isbn = {978-1-939133-19-9},
	pages = {533--548},
	url = {https://www.usenix.org/conference/osdi20/presentation/xiao},
	publisher = {USENIX Association},
	month = nov
}
@inproceedings {234916,
	author = {Myeongjae Jeon and Shivaram Venkataraman and Amar Phanishayee and Junjie Qian and Wencong Xiao and Fan Yang},
	title = {Analysis of {Large-Scale} {Multi-Tenant} {GPU} Clusters for {DNN} Training Workloads},
	booktitle = {2019 USENIX Annual Technical Conference (USENIX ATC 19)},
	year = {2019},
	isbn = {978-1-939133-03-8},
	address = {Renton, WA},
	pages = {947--960},
	url = {https://www.usenix.org/conference/atc19/presentation/jeon},
	publisher = {USENIX Association},
	month = jul
}
@inproceedings {222611,
	author = {Wencong Xiao and Romil Bhardwaj and Ramachandran Ramjee and Muthian Sivathanu and Nipun Kwatra and Zhenhua Han and Pratyush Patel and Xuan Peng and Hanyu Zhao and Quanlu Zhang and Fan Yang and Lidong Zhou},
	title = {Gandiva: Introspective Cluster Scheduling for Deep Learning},
	booktitle = {13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18)},
	year = {2018},
	isbn = {978-1-939133-08-3},
	address = {Carlsbad, CA},
	pages = {595--610},
	url = {https://www.usenix.org/conference/osdi18/presentation/xiao},
	publisher = {USENIX Association},
	month = oct
}
@inproceedings {201566,
	author = {Wencong Xiao and Jilong Xue and Youshan Miao and Zhen Li and Cheng Chen and Ming Wu and Wei Li and Lidong Zhou},
	title = {{Tux{\texttwosuperior}}: Distributed Graph Computation for Machine Learning},
	booktitle = {14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17)},
	year = {2017},
	isbn = {978-1-931971-37-9},
	address = {Boston, MA},
	pages = {669--682},
	url = {https://www.usenix.org/conference/nsdi17/technical-sessions/presentation/xiao},
	publisher = {USENIX Association},
	month = mar
}
