John Thorpe

According to our database, John Thorpe authored at least 5 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs.

John Thorpe, Pengzhan Zhao, Jonathan Eyolfson, Yifan Qiao, Zhihao Jia, Minjia Zhang, Ravi Netravali, Guoqing Harry Xu

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

2022

Efficient, Affordable, and Scalable Deep Learning Systems

John Thorpe

PhD thesis, 2022

2021

Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads.

John Thorpe, Yifan Qiao, Jonathan Eyolfson, Shen Teng, Guanzhou Hu, Zhihao Jia, Jinliang Wei, Keval Vora, Ravi Netravali, Miryung Kim, Guoqing Harry Xu

Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

2019

Grapple: A Graph System for Static Finite-State Property Checking of Large-Scale Systems Code.

Zhiqiang Zuo, John Thorpe, Yifei Wang, Qiuhong Pan, Shenming Lu, Kai Wang, Guoqing Harry Xu, Linzhang Wang, Xuandong Li

Proceedings of the Fourteenth EuroSys Conference 2019, Dresden, Germany, March 25-28, 2019, 2019

2018

RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine.

Kai Wang, Zhiqiang Zuo, John Thorpe, Tien Quang Nguyen, Guoqing Harry Xu

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018