@inproceedings {295591,
	author = {Jiangfei Duan and Ziang Song and Xupeng Miao and Xiaoli Xi and Dahua Lin and Harry Xu and Minjia Zhang and Zhihao Jia},
	title = {Parcae: Proactive, {Liveput-Optimized} {DNN} Training on Preemptible Instances},
	booktitle = {21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24)},
	year = {2024},
	isbn = {978-1-939133-39-7},
	address = {Santa Clara, CA},
	pages = {1121--1139},
	url = {https://www.usenix.org/conference/nsdi24/presentation/duan},
	publisher = {USENIX Association},
	month = apr
}
@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 {273920,
	author = {Jie Ren and Samyam Rajbhandari and Reza Yazdani Aminabadi and Olatunji Ruwase and Shuangyan Yang and Minjia Zhang and Dong Li and Yuxiong He},
	title = {{ZeRO-Offload}: Democratizing {Billion-Scale} Model Training},
	booktitle = {2021 USENIX Annual Technical Conference (USENIX ATC 21)},
	year = {2021},
	isbn = {978-1-939133-23-6},
	pages = {551--564},
	url = {https://www.usenix.org/conference/atc21/presentation/ren-jie},
	publisher = {USENIX Association},
	month = jul
}
@inproceedings {232995,
	author = {Minjia Zhang and Samyam Rajbandari and Wenhan Wang and Elton Zheng and Olatunji Ruwase and Jeff Rasley and Jason Li and Junhua Wang and Yuxiong He},
	title = {Accelerating Large Scale Deep Learning Inference through {DeepCPU} at Microsoft},
	booktitle = {2019 USENIX Conference on Operational Machine Learning (OpML 19)},
	year = {2019},
	isbn = {978-1-939133-00-7},
	address = {Santa Clara, CA},
	pages = {5--7},
	url = {https://www.usenix.org/conference/opml19/presentation/zhang-minjia},
	publisher = {USENIX Association},
	month = may
}
@inproceedings {216077,
	author = {Minjia Zhang and Samyam Rajbhandari and Wenhan Wang and Yuxiong He},
	title = {{DeepCPU}: Serving {RNN-based} Deep Learning Models 10x Faster},
	booktitle = {2018 USENIX Annual Technical Conference (USENIX ATC 18)},
	year = {2018},
	isbn = {978-1-939133-01-4},
	address = {Boston, MA},
	pages = {951--965},
	url = {https://www.usenix.org/conference/atc18/presentation/zhang-minjia},
	publisher = {USENIX Association},
	month = jul
}
