John Thorpe

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Relational Algebra

Scalable Distributed

Training Process

Top Venues

Publications

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)
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 (2022)
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 (2021)
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)
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)
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)