Jonathan Eyolfson
3 papers · 2021–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π£ Hot Topic Early Bird π Cross-Pollinator (4)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
OSDI (2)
NSDI (1)
Top co-authors
Research topics
Keywords
distributed training
(2)
scalable training
(1)
model training
(1)
pipeline parallelism
(1)
data center
(1)
serverless computing
(1)
remote memory access
(1)
garbage collection
(1)
garbage collection optimization
(1)
memory access pattern
(1)
runtime system
(1)
memory prefetching
(1)
cpu server
(1)
serverless thread
(1)
graph neural network
(1)
far memory
(1)
managed runtime
(1)
computation separation
(1)
preemptible instance
(1)
Papers
Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs
NSDI 2023
MemLiner: Lining up Tracing and Application for a Far-Memory-Friendly Runtime
OSDI 2022
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads
OSDI 2021