Danyang Zhuo

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 70

Top Topics

Efficient Indexing

Query Complexity

Top Venues

Proc. VLDB Endow.

Publications

Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica
Fairness in Serving Large Language Models. OSDI (2024)
Jinghan Huang, Jiaqi Lou, Srikar Vanavasam, Xinhao Kong, Houxiang Ji, Ipoom Jeong, Danyang Zhuo, Eun Kyung Lee, Nam Sung Kim
HAL: Hardware-assisted Load Balancing for Energy-efficient SNIC-Host Cooperative Computing. ISCA (2024)
Yechen Xu, Xinhao Kong, Tingjun Chen, Danyang Zhuo
Conveyor: Efficient Tool-aware LLM Serving with Tool Partial Execution. CoRR (2024)
Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica
Fairness in Serving Large Language Models. CoRR (2024)
Yongji Wu, Yechen Xu, Jingrong Chen, Zhaodong Wang, Ying Zhang, Matthew Lentz, Danyang Zhuo
MCCS: A Service-based Approach to Collective Communication for Multi-Tenant Cloud. SIGCOMM (2024)
Jiaqi Lou, Xinhao Kong, Jinghan Huang, Wei Bai, Nam Sung Kim, Danyang Zhuo
Harmonic: Hardware-assisted RDMA Performance Isolation for Public Clouds. NSDI (2024)
Yicheng Jin, Yongji Wu, Wenjun Hu, Bruce M. Maggs, Xiao Zhang, Danyang Zhuo
Curator: Efficient Indexing for Multi-Tenant Vector Databases. CoRR (2024)
Samantha Miller, Anirudh Kumar, Tanay Vakharia, Ang Chen, Danyang Zhuo, Thomas E. Anderson
Enoki: High Velocity Linux Kernel Scheduler Development. EuroSys (2024)
Yongji Wu, Wenjie Qu, Tianyang Tao, Zhuang Wang, Wei Bai, Zhuohao Li, Yuan Tian, Jiaheng Zhang, Matthew Lentz, Danyang Zhuo
Lazarus: Resilient and Elastic Training of Mixture-of-Experts Models with Adaptive Expert Placement. CoRR (2024)
Shuowei Jin, Yongji Wu, Haizhong Zheng, Qingzhao Zhang, Matthew Lentz, Z. Morley Mao, Atul Prakash, Feng Qian, Danyang Zhuo
Adaptive Skeleton Graph Decoding. CoRR (2024)
Ceyu Xu, Yongji Wu, Xinyu Yang, Beidi Chen, Matthew Lentz, Danyang Zhuo, Lisa Wu Wills
VcLLM: Video Codecs are Secretly Tensor Codecs. CoRR (2024)
Yao Lu, Song Bian, Lequn Chen, Yongjun He, Yulong Hui, Matthew Lentz, Beibin Li, Fei Liu, Jialin Li, Qi Liu, Rui Liu, Xiaoxuan Liu, Lin Ma, Kexin Rong, Jianguo Wang, Yingjun Wu, Yongji Wu, Huanchen Zhang, Minjia Zhang, Qizhen Zhang, Tianyi Zhou, Danyang Zhuo
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native. CoRR (2024)
Lequn Chen, Zihao Ye, Yongji Wu, Danyang Zhuo, Luis Ceze, Arvind Krishnamurthy
Punica: Multi-Tenant LoRA Serving. MLSys (2024)
John Snyder, Alvin R. Lebeck, Danyang Zhuo
RDMA Congestion Control: It Is Only for the Compliant. IEEE Micro 43 (1) (2023)
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
Dissecting Overheads of Service Mesh Sidecars. SoCC (2023)
Xiang Chen, Zhao Song, Baocheng Sun, Junze Yin, Danyang Zhuo
Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis. CoRR (2023)
Jingrong Chen, Yongji Wu, Shihan Lin, Yechen Xu, Xinhao Kong, Thomas Anderson, Matthew Lentz, Xiaowei Yang, Danyang Zhuo
Remote Procedure Call as a Managed System Service. CoRR (2023)
Xinhao Kong, Yibo Zhu, Huaping Zhou, Zhuo Jiang, Jianxi Ye, Chuanxiong Guo, Danyang Zhuo
Collie: Finding Performance Anomalies in RDMA Subsystems. CoRR (2023)
Lianke Qin, Zhao Song, Lichen Zhang, Danyang Zhuo
An Online and Unified Algorithm for Projection Matrix Vector Multiplication with Application to Empirical Risk Minimization. AISTATS (2023)
Xinhao Kong, Jingrong Chen, Wei Bai, Yechen Xu, Mahmoud Elhaddad, Shachar Raindel, Jitendra Padhye, Alvin R. Lebeck, Danyang Zhuo
Understanding RDMA Microarchitecture Resources for Performance Isolation. NSDI (2023)
Xinhao Kong, Jiaqi Lou, Wei Bai, Nam Sung Kim, Danyang Zhuo
Towards a Manageable Intra-Host Network. HotOS (2023)
Samantha Miller, Anirudh Kumar, Tanay Vakharia, Tom Anderson, Ang Chen, Danyang Zhuo
Agile Development of Linux Schedulers with Ekiben. CoRR (2023)
Jingrong Chen, Yongji Wu, Shihan Lin, Yechen Xu, Xinhao Kong, Thomas Anderson, Matthew Lentz, Xiaowei Yang, Danyang Zhuo
Remote Procedure Call as a Managed System Service. NSDI (2023)
Xiangfeng Zhu, Weixin Deng, Banruo Liu, Jingrong Chen, Yongji Wu, Thomas Anderson, Arvind Krishnamurthy, Ratul Mahajan, Danyang Zhuo
Application Defined Networks. HotNets (2023)
Hongyi Liu, Jiarong Xing, Yibo Huang, Danyang Zhuo, Srinivas Devadas, Ang Chen
Remote Direct Memory Introspection. USENIX Security Symposium (2023)
Josh Alman, Jiehao Liang, Zhao Song, Ruizhe Zhang, Danyang Zhuo
Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing. NeurIPS (2023)
Lequn Chen, Zihao Ye, Yongji Wu, Danyang Zhuo, Luis Ceze, Arvind Krishnamurthy
Punica: Multi-Tenant LoRA Serving. CoRR (2023)
Lianke Qin, Rajesh Jayaram, Elaine Shi, Zhao Song, Danyang Zhuo, Shumo Chu
Differentially Oblivious Relational Database Operators. Proc. VLDB Endow. 16 (4) (2022)
Josh Alman, Jiehao Liang, Zhao Song, Ruizhe Zhang, Danyang Zhuo
Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing. CoRR (2022)
Jiehao Liang, Zhao Song, Zhaozhuo Xu, Danyang Zhuo
Dynamic Maintenance of Kernel Density Estimation Data Structure: From Practice to Theory. CoRR (2022)
Lianke Qin, Aravind Reddy, Zhao Song, Zhaozhuo Xu, Danyang Zhuo
Adaptive and Dynamic Multi-Resolution Hashing for Pairwise Summations. Big Data (2022)
Lianmin Zheng, Zhuohan Li, Hao Zhang, Yonghao Zhuang, Zhifeng Chen, Yanping Huang, Yida Wang, Yuanzhong Xu, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning. CoRR (2022)
Xinhao Kong, Yibo Zhu, Huaping Zhou, Zhuo Jiang, Jianxi Ye, Chuanxiong Guo, Danyang Zhuo
Collie: Finding Performance Anomalies in RDMA Subsystems. NSDI (2022)
Jingrong Chen, Hong Zhang, Wei Zhang, Liang Luo, Jeffrey S. Chase, Ion Stoica, Danyang Zhuo
NetHint: White-Box Networking for Multi-Tenant Data Centers. NSDI (2022)
Yongji Wu, Matthew Lentz, Danyang Zhuo, Yao Lu
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures. CoRR (2022)
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
Dissecting Service Mesh Overheads. CoRR (2022)
Lianke Qin, Aravind Reddy, Zhao Song, Zhaozhuo Xu, Danyang Zhuo
Adaptive and Dynamic Multi-Resolution Hashing for Pairwise Summations. CoRR (2022)
Hang Hu, Zhao Song, Runzhou Tao, Zhaozhuo Xu, Danyang Zhuo
Sublinear Time Algorithm for Online Weighted Bipartite Matching. CoRR (2022)
Yongji Wu, Matthew Lentz, Danyang Zhuo, Yao Lu
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures. Proc. VLDB Endow. 16 (3) (2022)
Shunhua Jiang, Yunze Man, Zhao Song, Zheng Yu, Danyang Zhuo
Fast Graph Neural Tangent Kernel via Kronecker Sketching. AAAI (2022)
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
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning. OSDI (2022)
Lianke Qin, Rajesh Jayaram, Elaine Shi, Zhao Song, Danyang Zhuo, Shumo Chu
Adore: Differentially Oblivious Relational Database Operators. CoRR (2022)
Hang Hu, Zhao Song, Omri Weinstein, Danyang Zhuo
Training Overparametrized Neural Networks in Sublinear Time. CoRR (2022)
Jiehao Liang, Somdeb Sarkhel, Zhao Song, Chenbo Yin, Danyang Zhuo
A Faster k-means++ Algorithm. CoRR (2022)
Samantha Miller, Kaiyuan Zhang, Mengqi Chen, Ryan Jennings, Ang Chen, Danyang Zhuo, Thomas E. Anderson
High Velocity Kernel File Systems with Bento. FAST (2021)
Jialin Li, Samantha Miller, Danyang Zhuo, Ang Chen, Jon Howell, Thomas Anderson
An incremental path towards a safer OS kernel. HotOS (2021)
Sitan Chen, Xiaoxiao Li, Zhao Song, Danyang Zhuo
On InstaHide, Phase Retrieval, and Sparse Matrix Factorization. ICLR (2021)
Zhuohan Li, Siyuan Zhuang, Shiyuan Guo, Danyang Zhuo, Hao Zhang, Dawn Song, Ion Stoica
TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models. CoRR (2021)
Shumo Chu, Danyang Zhuo, Elaine Shi, T.-H. Hubert Chan
Differentially Oblivious Database Joins: Overcoming the Worst-Case Curse of Fully Oblivious Algorithms. ITC (2021)
Zhuohan Li, Siyuan Zhuang, Shiyuan Guo, Danyang Zhuo, Hao Zhang, Dawn Song, Ion Stoica
TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models. ICML (2021)
Shunhua Jiang, Yunze Man, Zhao Song, Zheng Yu, Danyang Zhuo
Fast Graph Neural Tangent Kernel via Kronecker Sketching. CoRR (2021)
Danyang Zhuo, Kaiyuan Zhang, Zhuohan Li, Siyuan Zhuang, Stephanie Wang, Ang Chen, Ion Stoica
Rearchitecting In-Memory Object Stores for Low Latency. Proc. VLDB Endow. 15 (3) (2021)
Shumo Chu, Danyang Zhuo, Elaine Shi, T.-H. Hubert Chan
Differentially Oblivious Database Joins: Overcoming the Worst-Case Curse of Fully Oblivious Algorithms. IACR Cryptol. ePrint Arch. 2021 (2021)
Siyuan Zhuang, Zhuohan Li, Danyang Zhuo, Stephanie Wang, Eric Liang, Robert Nishihara, Philipp Moritz, Ion Stoica
Hoplite: efficient and fault-tolerant collective communication for task-based distributed systems. SIGCOMM (2021)
Samantha Miller, Kaiyuan Zhang, Danyang Zhuo, Tom Anderson
High Velocity Kernel File Systems with Bento. CoRR (2020)
Baihe Huang, Zhao Song, Runzhou Tao, Ruizhe Zhang, Danyang Zhuo
InstaHide's Sample Complexity When Mixing Two Private Images. CoRR (2020)
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
Ansor : Generating High-Performance Tensor Programs for Deep Learning. CoRR (2020)
Kaiyuan Zhang, Danyang Zhuo, Aditya Akella, Arvind Krishnamurthy, Xi Wang
Automated Verification of Customizable Middlebox Properties with Gravel. NSDI (2020)
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
Ansor: Generating High-Performance Tensor Programs for Deep Learning. OSDI (2020)
Kaiyuan Zhang, Danyang Zhuo, Arvind Krishnamurthy
Gallium: Automated Software Middlebox Offloading to Programmable Switches. SIGCOMM (2020)
Sitan Chen, Zhao Song, Danyang Zhuo
On InstaHide, Phase Retrieval, and Sparse Matrix Factorization. CoRR (2020)
Siyuan Zhuang, Zhuohan Li, Danyang Zhuo, Stephanie Wang, Eric Liang, Robert Nishihara, Philipp Moritz, Ion Stoica
Hoplite: Efficient Collective Communication for Task-Based Distributed Systems. CoRR (2020)
Danyang Zhuo, Kaiyuan Zhang, Yibo Zhu, Hongqiang Harry Liu, Matthew Rockett, Arvind Krishnamurthy, Thomas E. Anderson
Slim: OS Kernel Support for a Low-Overhead Container Overlay Network. NSDI (2019)
Samantha Miller, Kaiyuan Zhang, Danyang Zhuo, Shibin Xu, Arvind Krishnamurthy, Thomas E. Anderson
Practical Safe Linux Kernel Extensibility. HotOS (2019)
Qiao Zhang, Danyang Zhuo, Vincent Liu, Petr Lapukhov, Simon Peter, Arvind Krishnamurthy, Thomas E. Anderson
Volur: Concurrent Edge/Core Route Control in Data Center Networks. CoRR (2018)
Danyang Zhuo, Monia Ghobadi, Ratul Mahajan, Klaus-Tycho Förster, Arvind Krishnamurthy, Thomas E. Anderson
Understanding and Mitigating Packet Corruption in Data Center Networks. SIGCOMM (2017)
Danyang Zhuo, Monia Ghobadi, Ratul Mahajan, Amar Phanishayee, Xuan Kelvin Zou, Hang Guan, Arvind Krishnamurthy, Thomas E. Anderson
RAIL: A Case for Redundant Arrays of Inexpensive Links in Data Center Networks. NSDI (2017)
Danyang Zhuo, Qiao Zhang, Xin Yang, Vincent Liu
Canaries in the Network. HotNets (2016)
Danyang Zhuo, Qiao Zhang, Vincent Liu, Arvind Krishnamurthy, Thomas E. Anderson
Rack-level Congestion Control. HotNets (2016)
Vincent Liu, Danyang Zhuo, Simon Peter, Arvind Krishnamurthy, Thomas E. Anderson
Subways: a case for redundant, inexpensive data center edge links. CoNEXT (2015)
Danyang Zhuo, Qiao Zhang, Dan R. K. Ports, Arvind Krishnamurthy, Thomas E. Anderson
Machine fault tolerance for reliable datacenter systems. APSys (2014)