John Thorpe
3 papers · 2018–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (5) π£ Hot Topic Early Bird
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Cross-Pollinator
(4)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
OSDI (2)
NSDI (1)
Top co-authors
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