John Thorpe

1. Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs
   2022/04/26 by John Thorpe, Thorpe, John, Pengzhan Zhao +13 · 14 citations
   Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #Software System Performance and Reliability #and Cluster Computing (cs.DC)
2. Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads
   2021/05/24 by John Thorpe, Thorpe, John, Yifan Qiao +19 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Stochastic Gradient Optimization Techniques