Guoqing Harry Xu
9 papers · 2018–2023 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Research topics
Computer Science
(6)
Systems
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Machine Learning
(4)
Mathematics & Optimization
(3)
Deep Learning
(2)
Application Areas
(2)
Optimization
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Applications
(1)
Architectures
(1)
Domain-Specific
(1)
Foundations
(1)
Learning Types
(1)
Keywords
garbage collection
(2)
remote memory
(2)
managed runtime
(2)
distributed training
(2)
memory management
(2)
model training
(1)
memory efficiency
(1)
static analysis
(1)
edge inference
(1)
real-time inference
(1)
data center
(1)
video analytics
(1)
gpu memory
(1)
layer sharing
(1)
scalable training
(1)
remote memory access
(1)
edge computing
(1)
memory disaggregation
(1)
linux kernel
(1)
serverless computing
(1)
Papers
Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs
NSDI 2023
Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory
NSDI 2023
Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
NSDI 2023
Hermit: Low-Latency, High-Throughput, and Transparent Remote Memory via Feedback-Directed Asynchrony
NSDI 2023
MemLiner: Lining up Tracing and Application for a Far-Memory-Friendly Runtime
OSDI 2022
UPGRADVISOR: Early Adopting Dependency Updates Using Hybrid Program Analysis and Hardware Tracing
OSDI 2022
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads
OSDI 2021
Semeru: A Memory-Disaggregated Managed Runtime
OSDI 2020
RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine
OSDI 2018