John Thorpe

3 papers · 2018–2023 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver

Venues

OSDI (2) NSDI (1)

Top co-authors

Guoqing Harry Xu (3) Yifan Qiao (2) Ravi Netravali (2) Jonathan Eyolfson (2) Zhihao Jia (2) Miryung Kim (1) Zhiqiang Zuo (1) Guanzhou Hu (1) Keval Vora (1) Kai Wang (1)

Research topics

Computer Science (2) Machine Learning (2) Mathematics & Optimization (2) Optimization & Theory (2) Systems (2) Data Science & Analytics (1) Deep Learning (1) Architectures (1) Learning Types (1) Mathematics (1) Methods (1) Optimization (1) Techniques (1)

Keywords

distributed training (2) scalable training (1) model training (1) pipeline parallelism (1) serverless computing (1) graph mining (1) relational algebra (1) tuple streaming (1) structural pattern (1) single machine (1) out-of-core computation (1) cpu server (1) serverless thread (1) pattern discovery (1) graph neural network (1) out-of-core computing (1) computation separation (1) preemptible instance (1)

Papers

Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs NSDI 2023 Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads OSDI 2021 RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine OSDI 2018