Chuanxiong Guo
14 papers · 2015–2023 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (17) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(3)
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Mega-Team Β· Squad
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Keyword Collector
(63)
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Trend Setter
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Century Club Β· Bronze
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Top co-authors
Research topics
Machine Learning
(9)
Application Areas
(6)
Computer Science
(5)
Optimization & Theory
(5)
Systems
(5)
Deep Learning
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Methods
(1)
Optimization
(1)
Keywords
distributed training
(4)
rdma networking
(3)
hardware acceleration
(2)
datacenter networking
(2)
deep learning
(1)
hypothesis testing
(1)
similarity search
(1)
resource allocation
(1)
gradient aggregation
(1)
machine learning
(1)
lasso regression
(1)
model inference
(1)
bayesian optimization
(1)
hyperparameter tuning
(1)
parameter server
(1)
distributed machine learning
(1)
learning rate
(1)
deep neural network
(1)
training dynamics
(1)
simulated annealing
(1)
Papers
BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing
NSDI 2023
SRNIC: A Scalable Architecture for RDMA NICs
NSDI 2023
Collie: Finding Performance Anomalies in RDMA Subsystems
NSDI 2022
FAERY: An FPGA-accelerated Embedding-based Retrieval System
OSDI 2022
Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing
NSDI 2022
AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly
ICLR 2021
A Unified Architecture for Accelerating Distributed DNN Training in Heterogeneous GPU/CPU Clusters
OSDI 2020
FreeFlow: Software-based Virtual RDMA Networking for Containerized Clouds
NSDI 2019
NetBouncer: Active Device and Link Failure Localization in Data Center Networks
NSDI 2019
Tiresias: A GPU Cluster Manager for Distributed Deep Learning
NSDI 2019
Capturing and Enhancing In Situ System Observability for Failure Detection
OSDI 2018
Deepview: Virtual Disk Failure Diagnosis and Pattern Detection for Azure
NSDI 2018
CubicRing: Enabling One-Hop Failure Detection and Recovery for Distributed In-Memory Storage Systems
NSDI 2015
Explicit Path Control in Commodity Data Centers: Design and Applications
NSDI 2015