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2020 – today
- 2023
[c4]John Thorpe, Pengzhan Zhao, Jonathan Eyolfson, Yifan Qiao, Zhihao Jia, Minjia Zhang, Ravi Netravali, Guoqing Harry Xu:
Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs. NSDI 2023: 497-513- 2022
- [b1]John Thorpe:
Efficient, Affordable, and Scalable Deep Learning Systems. University of California, Los Angeles, USA, 2022 - [i2]John Thorpe, Pengzhan Zhao, Jonathan Eyolfson, Yifan Qiao, Zhihao Jia, Minjia Zhang, Ravi Netravali, Guoqing Harry Xu:
Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs. CoRR abs/2204.12013 (2022) - 2021
- [c3]John Thorpe, Yifan Qiao, Jonathan Eyolfson, Shen Teng, Guanzhou Hu, Zhihao Jia, Jinliang Wei, Keval Vora, Ravi Netravali, Miryung Kim, Guoqing Harry Xu:
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads. OSDI 2021: 495-514 - [i1]John Thorpe, Yifan Qiao, Jonathan Eyolfson, Shen Teng, Guanzhou Hu, Zhihao Jia, Jinliang Wei, Keval Vora, Ravi Netravali, Miryung Kim, Guoqing Harry Xu:
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads. CoRR abs/2105.11118 (2021)
2010 – 2019
- 2019
- [c2]Zhiqiang Zuo
, John Thorpe, Yifei Wang, Qiuhong Pan, Shenming Lu, Kai Wang, Guoqing Harry Xu, Linzhang Wang, Xuandong Li:
Grapple: A Graph System for Static Finite-State Property Checking of Large-Scale Systems Code. EuroSys 2019: 38:1-38:17 - 2018
- [c1]Kai Wang, Zhiqiang Zuo, John Thorpe, Tien Quang Nguyen, Guoqing Harry Xu:
RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine. OSDI 2018: 763-782
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