Chuanxiong Guo

Joined

September 2023

Names

Chuanxiong Guo (Preferred)

Emails

****@ieee.org (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Principal Researcher

Research, Microsoft (research.microsoft.com)

2016 – 2017

Researcher

Research, Microsoft (research.microsoft.com)

2007 – 2013

Advisors, Relations & Conflicts

Coauthor

Chuan Wu

2016 – 2023

Coauthor

Yibo Zhu

2017 – 2022

Expertise

Machine Learning System

2017 – 2023

Publications

Lyra: Elastic Scheduling for Deep Learning Clusters
Jiamin Li, Hong Xu, Yibo Zhu, Zherui Liu, Chuanxiong Guo, Cong Wang
- Published: 01 Jan 2023, Last Modified: 12 Sept 2023
- EuroSys 2023
- Readers: Everyone
SRNIC: A Scalable Architecture for RDMA NICs
Zilong Wang, Layong Luo, Qingsong Ning, Chaoliang Zeng, Wenxue Li, Xinchen Wan, Peng Xie, Tao Feng, Ke Cheng, Xiongfei Geng, Tianhao Wang, Weicheng Ling, Kejia Huo, Pingbo An, Kui Ji, Shideng Zhang, Bin Xu, Ruiqing Feng, Tao Ding, Kai Chen et al. (1 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 12 Sept 2023
- NSDI 2023
- Readers: Everyone
BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing
Tianfeng Liu, Yangrui Chen, Dan Li, Chuan Wu, Yibo Zhu, Jun He, Yanghua Peng, Hongzheng Chen, Hongzhi Chen, Chuanxiong Guo
- Published: 01 Jan 2023, Last Modified: 12 Sept 2023
- NSDI 2023
- Readers: Everyone
Predicting GPU Failures With High Precision Under Deep Learning Workloads
Heting Liu, Zhichao Li, Cheng Tan, Rongqiu Yang, Guohong Cao, Zherui Liu, Chuanxiong Guo
- Published: 01 Jan 2023, Last Modified: 12 Sept 2023
- SYSTOR 2023
- Readers: Everyone
Collie: Finding Performance Anomalies in RDMA Subsystems
Xinhao Kong, Yibo Zhu, Huaping Zhou, Zhuo Jiang, Jianxi Ye, Chuanxiong Guo, Danyang Zhuo
- Published: 01 Jan 2023, Last Modified: 12 Sept 2023
- CoRR 2023
- Readers: Everyone
FAERY: An FPGA-accelerated Embedding-based Retrieval System
Chaoliang Zeng, Layong Luo, Qingsong Ning, Yaodong Han, Yuhang Jiang, Ding Tang, Zilong Wang, Kai Chen, Chuanxiong Guo
- Published: 01 Jan 2022, Last Modified: 12 Sept 2023
- OSDI 2022
- Readers: Everyone
dPRO: A Generic Profiling and Optimization System for Expediting Distributed DNN Training
Hanpeng Hu, Chenyu Jiang, Yuchen Zhong, Yanghua Peng, Chuan Wu, Yibo Zhu, Haibin Lin, Chuanxiong Guo
- Published: 01 Jan 2022, Last Modified: 12 Sept 2023
- CoRR 2022
- Readers: Everyone
Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing
Chaoliang Zeng, Layong Luo, Teng Zhang, Zilong Wang, Luyang Li, Wenchen Han, Nan Chen, Lebing Wan, Lichao Liu, Zhipeng Ding, Xiongfei Geng, Tao Feng, Feng Ning, Kai Chen, Chuanxiong Guo
- Published: 01 Jan 2022, Last Modified: 12 Sept 2023
- NSDI 2022
- Readers: Everyone
dPRO: A Generic Performance Diagnosis and Optimization Toolkit for Expediting Distributed DNN Training
Hanpeng Hu, Chenyu Jiang, Yuchen Zhong, Yanghua Peng, Chuan Wu, Yibo Zhu, Haibin Lin, Chuanxiong Guo
- Published: 01 Jan 2022, Last Modified: 12 Sept 2023
- MLSys 2022
- Readers: Everyone
Prediction of GPU Failures Under Deep Learning Workloads
Heting Liu, Zhichao Li, Cheng Tan, Rongqiu Yang, Guohong Cao, Zherui Liu, Chuanxiong Guo
- Published: 01 Jan 2022, Last Modified: 12 Sept 2023
- CoRR 2022
- Readers: Everyone

View all 80 publications

Co-Authors

View all 211 co-authors