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Danyang Zhuo
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Ansor: Generating {High-Performance} tensor programs for deep learning
L Zheng, C Jia, M Sun, Z Wu, CH Yu, A Haj-Ali, Y Wang, J Yang, D Zhuo, ...
14th USENIX symposium on operating systems design and implementation (OSDI …, 2020
3312020
Alpa: Automating inter-and {Intra-Operator} parallelism for distributed deep learning
L Zheng, Z Li, H Zhang, Y Zhuang, Z Chen, Y Huang, Y Wang, Y Xu, ...
16th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2022
2252022
Understanding and mitigating packet corruption in data center networks
D Zhuo, M Ghobadi, R Mahajan, KT Förster, A Krishnamurthy, T Anderson
Proceedings of the Conference of the ACM Special Interest Group on Data …, 2017
872017
TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models
Z Li, S Zhuang, S Guo, D Zhuo, H Zhang, D Song, I Stoica
International Conference on Machine Learning, 2021
832021
Data center topology having multiple classes of reliability
M Ghobadi, R Mahajan, A Phanishayee, D Zhuo, XK Zou
US Patent 10,187,292, 2019
832019
Slim:{OS} Kernel Support for a {Low-Overhead} Container Overlay Network
D Zhuo, K Zhang, Y Zhu, HH Liu, M Rockett, A Krishnamurthy, T Anderson
16th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2019
802019
Gallium: Automated software middlebox offloading to programmable switches
K Zhang, D Zhuo, A Krishnamurthy
Proceedings of the Annual conference of the ACM Special Interest Group on …, 2020
592020
An online and unified algorithm for projection matrix vector multiplication with application to empirical risk minimization
L Qin, Z Song, L Zhang, D Zhuo
International Conference on Artificial Intelligence and Statistics, 101-156, 2023
392023
Collie: Finding Performance Anomalies in {RDMA} Subsystems
X Kong, Y Zhu, H Zhou, Z Jiang, J Ye, C Guo, D Zhuo
19th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2022
302022
Subways: A case for redundant, inexpensive data center edge links
V Liu, D Zhuo, S Peter, A Krishnamurthy, T Anderson
Proceedings of the 11th ACM Conference on Emerging Networking Experiments …, 2015
292015
High velocity kernel file systems with bento
S Miller, K Zhang, M Chen, R Jennings, A Chen, D Zhuo, T Anderson
19th USENIX Conference on File and Storage Technologies (FAST 21), 65-79, 2021
262021
Automated verification of customizable middlebox properties with gravel
K Zhang, D Zhuo, A Akella, A Krishnamurthy, X Wang
17th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2020
262020
Bypass exponential time preprocessing: Fast neural network training via weight-data correlation preprocessing
J Alman, Z Song, R Zhang, D Zhuo
Advances in Neural Information Processing Systems 36, 2023
252023
Hoplite: Efficient and Fault-Tolerant Collective Communication for Task-Based Distributed Systems
S Zhuang, Z Li, D Zhuo, S Wang, E Liang, R Nishihara, P Moritz, I Stoica
SIGCOMM, 2021
242021
Adore: Differentially oblivious relational database operators
L Qin, R Jayaram, E Shi, Z Song, D Zhuo, S Chu
arXiv preprint arXiv:2212.05176, 2022
232022
Training overparametrized neural networks in sublinear time
H Hu, Z Song, O Weinstein, D Zhuo
arXiv preprint arXiv:2208.04508, 2022
222022
{RAIL}: A case for redundant arrays of inexpensive links in data center networks
D Zhuo, M Ghobadi, R Mahajan, A Phanishayee, XK Zou, H Guan, ...
14th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2017
222017
Rack-level congestion control
D Zhuo, Q Zhang, V Liu, A Krishnamurthy, T Anderson
Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 148-154, 2016
192016
Dissecting overheads of service mesh sidecars
X Zhu, G She, B Xue, Y Zhang, Y Zhang, XK Zou, XC Duan, P He, ...
Proceedings of the 2023 ACM Symposium on Cloud Computing, 142-157, 2023
17*2023
Serving and optimizing machine learning workflows on heterogeneous infrastructures
Y Wu, M Lentz, D Zhuo, Y Lu
arXiv preprint arXiv:2205.04713, 2022
142022
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