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Books and Theses
- 2019
[b1]Danyang Zhuo:
Practical, Efficient, and Reliable Data Center Communication. University of Washington, USA, 2019
Journal Articles
- 2023
- [j4]John Snyder, Alvin R. Lebeck
, Danyang Zhuo:
RDMA Congestion Control: It Is Only for the Compliant. IEEE Micro 43(1): 76-82 (2023) - 2022
- [j3]Yongji Wu, Matthew Lentz, Danyang Zhuo, Yao Lu:
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures. Proc. VLDB Endow. 16(3): 406-419 (2022) - [j2]Lianke Qin, Rajesh Jayaram, Elaine Shi, Zhao Song, Danyang Zhuo, Shumo Chu:
Differentially Oblivious Relational Database Operators. Proc. VLDB Endow. 16(4): 842-855 (2022) - 2021
- [j1]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): 555-568 (2021)
Conference and Workshop Papers
- 2024
- [c36]Samantha Miller, Anirudh Kumar, Tanay Vakharia, Ang Chen, Danyang Zhuo, Thomas E. Anderson:
Enoki: High Velocity Linux Kernel Scheduler Development. EuroSys 2024: 962-980 - [c35]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: 613-627 - [c34]Lequn Chen, Zihao Ye, Yongji Wu, Danyang Zhuo, Luis Ceze, Arvind Krishnamurthy:
Punica: Multi-Tenant LoRA Serving. MLSys 2024 - [c33]Jiaqi Lou, Xinhao Kong, Jinghan Huang, Wei Bai, Nam Sung Kim, Danyang Zhuo:
Harmonic: Hardware-assisted RDMA Performance Isolation for Public Clouds. NSDI 2024 - [c32]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: 965-988 - [c31]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: 679-690 - 2023
- [c30]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: 101-156 - [c29]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: 142-157 - [c28]Xiangfeng Zhu, Weixin Deng, Banruo Liu, Jingrong Chen, Yongji Wu, Thomas Anderson, Arvind Krishnamurthy, Ratul Mahajan, Danyang Zhuo:
Application Defined Networks. HotNets 2023: 87-94 - [c27]Xinhao Kong, Jiaqi Lou, Wei Bai, Nam Sung Kim, Danyang Zhuo:
Towards a Manageable Intra-Host Network. HotOS 2023: 206-213 - [c26]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 - [c25]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: 31-48 - [c24]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: 141-159 - [c23]Hongyi Liu, Jiarong Xing, Yibo Huang, Danyang Zhuo, Srinivas Devadas, Ang Chen:
Remote Direct Memory Introspection. USENIX Security Symposium 2023: 6043-6060 - 2022
- [c22]Shunhua Jiang, Yunze Man, Zhao Song, Zheng Yu, Danyang Zhuo:
Fast Graph Neural Tangent Kernel via Kronecker Sketching. AAAI 2022: 7033-7041 - [c21]Lianke Qin, Aravind Reddy, Zhao Song, Zhaozhuo Xu, Danyang Zhuo:
Adaptive and Dynamic Multi-Resolution Hashing for Pairwise Summations. IEEE Big Data 2022: 115-120 - [c20]Xinhao Kong, Yibo Zhu, Huaping Zhou, Zhuo Jiang, Jianxi Ye, Chuanxiong Guo, Danyang Zhuo:
Collie: Finding Performance Anomalies in RDMA Subsystems. NSDI 2022: 287-305 - [c19]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: 1327-1343 - [c18]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: 559-578 - 2021
- [c17]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: 19:1-19:24 - [c16]Samantha Miller, Kaiyuan Zhang, Mengqi Chen, Ryan Jennings, Ang Chen, Danyang Zhuo, Thomas E. Anderson:
High Velocity Kernel File Systems with Bento. FAST 2021: 65-79 - [c15]Jialin Li, Samantha Miller, Danyang Zhuo, Ang Chen, Jon Howell, Thomas E. Anderson:
An incremental path towards a safer OS kernel. HotOS 2021: 183-190 - [c14]Sitan Chen, Xiaoxiao Li, Zhao Song, Danyang Zhuo:
On InstaHide, Phase Retrieval, and Sparse Matrix Factorization. ICLR 2021 - [c13]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: 6543-6552 - [c12]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: 641-656 - 2020
- [c11]Kaiyuan Zhang, Danyang Zhuo, Aditya Akella, Arvind Krishnamurthy, Xi Wang:
Automated Verification of Customizable Middlebox Properties with Gravel. NSDI 2020: 221-239 - [c10]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: 863-879 - [c9]Kaiyuan Zhang, Danyang Zhuo, Arvind Krishnamurthy:
Gallium: Automated Software Middlebox Offloading to Programmable Switches. SIGCOMM 2020: 283-295 - 2019
- [c8]Samantha Miller, Kaiyuan Zhang, Danyang Zhuo, Shibin Xu, Arvind Krishnamurthy, Thomas E. Anderson:
Practical Safe Linux Kernel Extensibility. HotOS 2019: 170-176 - [c7]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: 331-344 - 2017
- [c6]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: 561-576 - [c5]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: 362-375 - 2016
- [c4]Danyang Zhuo, Qiao Zhang, Xin Yang, Vincent Liu:
Canaries in the Network. HotNets 2016: 36-42 - [c3]Danyang Zhuo, Qiao Zhang, Vincent Liu, Arvind Krishnamurthy, Thomas E. Anderson:
Rack-level Congestion Control. HotNets 2016: 148-154 - 2015
- [c2]Vincent Liu, Danyang Zhuo, Simon Peter, Arvind Krishnamurthy, Thomas E. Anderson:
Subways: a case for redundant, inexpensive data center edge links. CoNEXT 2015: 27:1-27:13 - 2014
- [c1]Danyang Zhuo, Qiao Zhang, Dan R. K. Ports, Arvind Krishnamurthy, Thomas E. Anderson:
Machine fault tolerance for reliable datacenter systems. APSys 2014: 3:1-3:7
Informal and Other Publications
- 2024
- [i31]Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica:
Fairness in Serving Large Language Models. CoRR abs/2401.00588 (2024) - [i30]Yicheng Jin, Yongji Wu, Wenjun Hu, Bruce M. Maggs, Xiao Zhang, Danyang Zhuo:
Curator: Efficient Indexing for Multi-Tenant Vector Databases. CoRR abs/2401.07119 (2024) - [i29]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 abs/2401.12230 (2024) - [i28]Shuowei Jin, Yongji Wu, Haizhong Zheng, Qingzhao Zhang, Matthew Lentz, Z. Morley Mao, Atul Prakash, Feng Qian, Danyang Zhuo:
Adaptive Skeleton Graph Decoding. CoRR abs/2402.12280 (2024) - [i27]Yechen Xu, Xinhao Kong, Tingjun Chen, Danyang Zhuo:
Conveyor: Efficient Tool-aware LLM Serving with Tool Partial Execution. CoRR abs/2406.00059 (2024) - [i26]Ceyu Xu, Yongji Wu, Xinyu Yang, Beidi Chen, Matthew Lentz, Danyang Zhuo, Lisa Wu Wills:
VcLLM: Video Codecs are Secretly Tensor Codecs. CoRR abs/2407.00467 (2024) - [i25]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 abs/2407.04656 (2024) - 2023
- [i24]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 abs/2304.07349 (2023) - [i23]Xinhao Kong, Yibo Zhu, Huaping Zhou, Zhuo Jiang, Jianxi Ye, Chuanxiong Guo, Danyang Zhuo:
Collie: Finding Performance Anomalies in RDMA Subsystems. CoRR abs/2304.11467 (2023) - [i22]Xiang Chen, Zhao Song, Baocheng Sun, Junze Yin, Danyang Zhuo:
Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis. CoRR abs/2306.03356 (2023) - [i21]Samantha Miller, Anirudh Kumar, Tanay Vakharia, Tom Anderson, Ang Chen, Danyang Zhuo:
Agile Development of Linux Schedulers with Ekiben. CoRR abs/2306.15076 (2023) - [i20]Lequn Chen, Zihao Ye, Yongji Wu, Danyang Zhuo, Luis Ceze, Arvind Krishnamurthy:
Punica: Multi-Tenant LoRA Serving. CoRR abs/2310.18547 (2023) - 2022
- [i19]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 abs/2201.12023 (2022) - [i18]Yongji Wu, Matthew Lentz, Danyang Zhuo, Yao Lu:
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures. CoRR abs/2205.04713 (2022) - [i17]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 abs/2207.00592 (2022) - [i16]Hang Hu, Zhao Song, Runzhou Tao, Zhaozhuo Xu, Danyang Zhuo:
Sublinear Time Algorithm for Online Weighted Bipartite Matching. CoRR abs/2208.03367 (2022) - [i15]Jiehao Liang, Zhao Song, Zhaozhuo Xu, Danyang Zhuo:
Dynamic Maintenance of Kernel Density Estimation Data Structure: From Practice to Theory. CoRR abs/2208.03915 (2022) - [i14]Hang Hu, Zhao Song, Omri Weinstein, Danyang Zhuo:
Training Overparametrized Neural Networks in Sublinear Time. CoRR abs/2208.04508 (2022) - [i13]Josh Alman, Jiehao Liang, Zhao Song, Ruizhe Zhang, Danyang Zhuo:
Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing. CoRR abs/2211.14227 (2022) - [i12]Jiehao Liang, Somdeb Sarkhel, Zhao Song, Chenbo Yin, Danyang Zhuo:
A Faster k-means++ Algorithm. CoRR abs/2211.15118 (2022) - [i11]Lianke Qin, Rajesh Jayaram, Elaine Shi, Zhao Song, Danyang Zhuo, Shumo Chu:
Adore: Differentially Oblivious Relational Database Operators. CoRR abs/2212.05176 (2022) - [i10]Lianke Qin, Aravind Reddy, Zhao Song, Zhaozhuo Xu, Danyang Zhuo:
Adaptive and Dynamic Multi-Resolution Hashing for Pairwise Summations. CoRR abs/2212.11408 (2022) - 2021
- [i9]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 abs/2102.07988 (2021) - [i8]Shunhua Jiang, Yunze Man, Zhao Song, Zheng Yu, Danyang Zhuo:
Fast Graph Neural Tangent Kernel via Kronecker Sketching. CoRR abs/2112.02446 (2021) - [i7]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: 593 (2021) - 2020
- [i6]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 abs/2002.05814 (2020) - [i5]Samantha Miller, Kaiyuan Zhang, Danyang Zhuo, Tom Anderson:
High Velocity Kernel File Systems with Bento. CoRR abs/2005.09723 (2020) - [i4]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 abs/2006.06762 (2020) - [i3]Sitan Chen, Zhao Song, Danyang Zhuo:
On InstaHide, Phase Retrieval, and Sparse Matrix Factorization. CoRR abs/2011.11181 (2020) - [i2]Baihe Huang, Zhao Song, Runzhou Tao, Ruizhe Zhang, Danyang Zhuo:
InstaHide's Sample Complexity When Mixing Two Private Images. CoRR abs/2011.11877 (2020) - 2018
- [i1]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 abs/1804.06945 (2018)
Coauthor Index
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