Chuanxiong Guo
14 papers · 2015–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (9) π Conference Polyglot (3) π Academic Marathon (8) π§ Keyword Pioneer π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π±
Topic Pioneer
π₯
Mega-Team
(21)
π
Keyword Champion
(3)
π
Century Club
(14)
ποΈ
Keyword Collector
(58)
π₯
Unstoppable
(6)
Conferences
NSDI (10)
OSDI (3)
ICLR (1)
Top co-authors
Research topics
Keywords
distributed training
(4)
rdma networking
(3)
hardware acceleration
(2)
embedding learning
(1)
hypothesis testing
(1)
simulated annealing
(1)
deep learning
(1)
resource allocation
(1)
machine learning
(1)
failure detection
(1)
model inference
(1)
distributed machine learning
(1)
parameter server
(1)
deep neural network
(1)
feature retrieval
(1)
lasso regression
(1)
gradient aggregation
(1)
heterogeneous computing
(1)
datacenter networking
(1)
similarity search
(1)
Papers
SRNIC: A Scalable Architecture for RDMA NICs
NSDI 2023
BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing
NSDI 2023
FAERY: An FPGA-accelerated Embedding-based Retrieval System
OSDI 2022
Collie: Finding Performance Anomalies in RDMA Subsystems
NSDI 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
Tiresias: A GPU Cluster Manager for Distributed Deep Learning
NSDI 2019
NetBouncer: Active Device and Link Failure Localization in Data Center Networks
NSDI 2019
FreeFlow: Software-based Virtual RDMA Networking for Containerized Clouds
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
Explicit Path Control in Commodity Data Centers: Design and Applications
NSDI 2015
CubicRing: Enabling One-Hop Failure Detection and Recovery for Distributed In-Memory Storage Systems
NSDI 2015