2024

1. Fairness in Serving Large Language Models.
   Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph Gonzalez, Ion Stoica.
   OSDI 2024
   
   
2. Hardware-Assisted RDMA Performance Isolation for Public Clouds.
   Jiaqi Lou*, Xinhao Kong*, Jinghan Huang, Wei Bai, Nam Sung Kim, Danyang Zhuo. (*equal contribution)
   NSDI 2024
   
   
3. HAL: Hardware-assisted Load Balancing for Energy-efficient SNIC-Host Cooperative Computing.
   Jinghan Huang, Jiaqi Lou, Srikar Vanavasam, Xinhao Kong, Houxiang Ji, Ipoom Jeong, Eun Kyung Lee, Danyang Zhuo, Nam Sung Kim.
   ISCA 2024
   
   
4. Enoki: High Velocity Linux Kernel Scheduler Development.
   Samantha Miller, Anirudh Kumar, Tanay Vakharia, Ang Chen, Danyang Zhuo, Thomas E. Anderson.
   EuroSys 2024
   
   
5. Punica: Multi-Tenant LoRA Serving.
   Lequn Chen*, Zihao Ye*, Yongji Wu, Danyang Zhuo, Luis Ceze, Arvind Krishnamurthy. (*equal contribution)
   MLSys 2024
   
   

2023

1. Remote Procedure Call as a Managed System Service.
   Jingrong Chen*, Yongji Wu*, Shihan Lin, Yechen Xu, Xinhao Kong, Thomas E. Anderson, Matthew Lentz, Xiaowei Yang, Danyang Zhuo. (*equal contribution)
   NSDI 2023
   
   
2. Understanding RDMA Microarchitecture Resources for Performance Isolation.
   Xinhao Kong, Jingrong Chen, Wei Bai, Yechen Xu, Mahmoud Elhaddad, Shachar Raindel, Jitendra Padhye, Alvin R. Lebeck, Danyang Zhuo.
   NSDI 2023
   
   
3. Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures.
   Yongji Wu, Matthew Lentz, Danyang Zhuo, Yao Lu.
   VLDB 2023
   
   
4. Adore: Differentially Oblivious Relational Database Operators.
   Lianke Qin, Rajesh Jayaram, Elaine Shi, Zhao Song, Danyang Zhuo, Shumo Chu.
   VLDB 2023
   
   
5. Remote Direct Memory Introspection.
   Hongyi Liu, Jiarong Xing, Yibo Huang, Danyang Zhuo, Srinivas Devadas, Ang Chen.
   USENIX Security 2023
   Distinguished Paper Award
   
   
6. Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing.
   Josh Alman*, Jiehao Liang*, Zhao Song*, Ruizhe Zhang*, Danyang Zhuo*. (*alphabetic author order)
   NeurIPS 2023
   
   
7. Dissecting Overheads of Service Mesh Sidecars.
   Xiangfeng Zhu, Guozhen She, Bowen Xue, Yu Zhang, Yongsu Zhang, Xuan Kelvin Zou, Xiongchun Duan, Peng He, Arvind Krishnamurthy, Matthew Lentz, Danyang Zhuo, Ratul Mahajan.
   SoCC 2023
   
   
8. An Online and Unified Algorithm for Projection Matrix Vector Multiplication with Application to Empirical Risk Minimization.
   Lianke Qin*, Zhao Song*, Lichen Zhang*, Danyang Zhuo*. (*alphabetic author order)
   AISTATS 2023
   
   
9. Towards a Manageable Intra-Host Network.
   Xinhao Kong, Jiaqi Lou, Wei Bai, Nam Sung Kim, Danyang Zhuo.
   HotOS 2023
   
   
10. Application Defined Networks.
    Xiangfeng Zhu, Weixin Deng, Banruo Liu, Jingrong Chen, Yongji Wu, Arvind Krishnamurthy, Thomas E. Anderson, Ratul Mahajan, Danyang Zhuo.
    HotNets 2023
    
    

2022

1. Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning.
   Lianmin Zheng*, Zhuohan Li*, Hao Zhang*, Yonghao Zhuang, Zhifeng Chen, Yanping Huang, Yida Wang, Yuanzhong Xu, Danyang Zhuo, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica. (*equal contribution)
   OSDI 2022
   
   
2. Collie: Finding Performance Anomalies in RDMA Subsystems.
   Xinhao Kong, Yibo Zhu, Huaping Zhou, Zhuo Jiang, Jianxi Ye, Chuanxiong Guo, Danyang Zhuo.
   NSDI 2022
   
   
3. NetHint: White-Box Networking for Multi-Tenant Data Centers.
   Jingrong Chen, Hong Zhang, Wei Zhang, Liang Luo, Jeffrey Chase, Ion Stoica, Danyang Zhuo.
   NSDI 2022
   
   
4. Rearchitecting In-Memory Object Stores for Low Latency.
   Danyang Zhuo, Kaiyuan Zhang, Zhuohan Li, Siyuan Zhuang, Stephanie Wang, Ang Chen, Ion Stoica.
   VLDB 2022
   
   
5. Fast Graph Neural Tangent Kernel via Kronecker Sketching.
   Shunhua Jiang*, Yunze Man*, Zhao Song*, Zheng Yu*, Danyang Zhuo*. (*alphabetic author order)
   AAAI 2022
   
   
6. RDMA Congestion Control: It’s Only for the Compliant.
   John Snyder, Alvin R. Lebeck, Danyang Zhuo.
   IEEE Micro 2022
   
   

2021

1. Hoplite: Efficient and Fault-Tolerant Collective Communication for Task-Based Distributed Systems.
   Siyuan Zhuang*, Zhuohan Li*, Danyang Zhuo, Stephanie Wang, Eric Liang, Robert Nishihara, Philipp Moritz, Ion Stoica. (*equal contribution)
   SIGCOMM 2021
   
   
2. High Velocity Kernel File Systems with Bento.
   Samantha Miller, Kaiyuan Zhang, Mengqi Chen, Ryan Jennings, Ang Chen, Danyang Zhuo, Thomas E. Anderson.
   FAST 2021
   Best Paper Award
   
   
3. TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models.
   Zhuohan Li, Siyuan Zhuang, Shiyuan Guo, Danyang Zhuo, Hao Zhang, Dawn Song, Ion Stoica.
   ICML 2021
   
   
4. On InstaHide, Phase Retrieval, and Sparse Matrix Factorization.
   Sitan Chen*, Xiaoxiao Li*, Zhao Song*, Danyang Zhuo*. (*alphabetic author order)
   ICLR 2021
   
   
5. Differentially Oblivious Database Joins: Overcoming the Worst-Case Curse of Fully Oblivious Algorithms.
   Shumo Chu*, Danyang Zhuo*, Elaine Shi*, T-H. Hubert Chan*. (*random author order)
   ITC 2021
   
   
6. An Incremental Path Towards a Safer OS Kernel.
   Jialin Li, Samantha Miller, Danyang Zhuo, Ang Chen, Jon Howell, Thomas E. Anderson.
   HotOS 2021
   
   
7. RDMA Congestion Control: It’s Only for the Compliant.
   John Snyder, Alvin R. Lebeck, Danyang Zhuo.
   Cloud Workshop @ MICRO 2021
   
   
8. High Velocity Kernel File Systems with Bento.
   Samantha Miller, Kaiyuan Zhang, Mengqi Chen, Ryan Jennings, Ang Chen, Danyang Zhuo, Thomas E. Anderson.
   USENIX ;login: 2021
   
   

2020

1. Ansor: Generating High-Performance Tensor Programs for Deep Learning.
   Lianmin Zheng, Chengfan Jia, Minmin Sun, Zhao Wu, Cody Hao Yu, Ameer Haj-Ali, Yida Wang, Jun Yang, Danyang Zhuo, Koushik Sen, Joseph E. Gonzalez, Ion Stoica.
   OSDI 2020
   
   
2. Gallium: Automated Software Middlebox Offloading to Programmable Switches.
   Kaiyuan Zhang, Danyang Zhuo, Arvind Krishnamurthy.
   SIGCOMM 2020
   
   
3. Automated Verification of Customizable Middlebox Properties with Gravel.
   Kaiyuan Zhang, Danyang Zhuo, Aditya Akella, Arvind Krishnamurthy, Xi Wang.
   NSDI 2020
   
   

2019

1. Practical, Efficient, and Reliable Data Center Communication.
   Danyang Zhuo.
   PhD Dissertation, University of Washington
   
   
2. Slim: OS Kernel Support for a Low-Overhead Container Overlay Network.
   Danyang Zhuo, Kaiyuan Zhang, Yibo Zhu, Hongqiang Harry Liu, Matthew Rockett, Arvind Krishnamurthy, Thomas E. Anderson.
   NSDI 2019
   
   
3. Practical Safe Linux Kernel Extensibility.
   Samantha Miller, Kaiyuan Zhang, Danyang Zhuo, Shibin Xu, Arvind Krishnamurthy, Thomas E. Anderson.
   HotOS 2019
   
   

2017

1. Understanding and Mitigating Packet Corruption in Data Center Networks.
   Danyang Zhuo, Monia Ghobadi, Ratul Mahajan, Klaus-Tycho Förster, Arvind Krishnamurthy, Thomas E. Anderson.
   SIGCOMM 2017
   
   
2. RAIL: A Case for Redundant Arrays of Inexpensive Links in Data Center Networks.
   Danyang Zhuo, Monia Ghobadi, Ratul Mahajan, Amar Phanishayee, Xuan Kelvin Zou, Hang Guan, Arvind Krishnamurthy, Thomas E. Anderson.
   NSDI 2017
   
   

2016

1. Canaries in the Network.
   Danyang Zhuo, Qiao Zhang, Xin Yang, Vincent Liu.
   HotNets 2016
   
   
2. RackCC: Rack-level Congestion Control.
   Danyang Zhuo, Qiao Zhang, Vincent Liu, Arvind Krishnamurthy and Thomas E. Anderson.
   HotNets 2016
   
   

2015

1. Subways: A Case for Redundant, Inexpensive Data Center Edge Links.
   Vincent Liu, Danyang Zhuo, Simon Peter, Arvind Krishnamurthy and Thomas E. Anderson.
   CoNEXT 2015
   
   

2014

1. Machine Fault Tolerance for Reliable Datacenter Systems.
   Danyang Zhuo*, Qiao Zhang*, Dan Ports, Arvind Krishnamurthy and Thomas E. Anderson. (*equal contribution)
   APSys 2014