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Publication search results
found 76 matches
- 2024
- Samantha Miller, Anirudh Kumar, Tanay Vakharia, Ang Chen, Danyang Zhuo, Thomas E. Anderson:
Enoki: High Velocity Linux Kernel Scheduler Development. EuroSys 2024: 962-980 - 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 - Lequn Chen, Zihao Ye, Yongji Wu, Danyang Zhuo, Luis Ceze, Arvind Krishnamurthy:
Punica: Multi-Tenant LoRA Serving. MLSys 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 - 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 - 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 - 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) - 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) - 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) - 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) - Yechen Xu, Xinhao Kong, Tingjun Chen, Danyang Zhuo:
Conveyor: Efficient Tool-aware LLM Serving with Tool Partial Execution. CoRR abs/2406.00059 (2024) - 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) - 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
- John Snyder, Alvin R. Lebeck, Danyang Zhuo:
RDMA Congestion Control: It Is Only for the Compliant. IEEE Micro 43(1): 76-82 (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: 101-156 - 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 - 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 - Xinhao Kong, Jiaqi Lou, Wei Bai, Nam Sung Kim, Danyang Zhuo:
Towards a Manageable Intra-Host Network. HotOS 2023: 206-213 - 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 - 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 - 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 - Hongyi Liu, Jiarong Xing, Yibo Huang, Danyang Zhuo, Srinivas Devadas, Ang Chen:
Remote Direct Memory Introspection. USENIX Security Symposium 2023: 6043-6060 - 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) - 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) - 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) - Samantha Miller, Anirudh Kumar, Tanay Vakharia, Tom Anderson, Ang Chen, Danyang Zhuo:
Agile Development of Linux Schedulers with Ekiben. CoRR abs/2306.15076 (2023) - Lequn Chen, Zihao Ye, Yongji Wu, Danyang Zhuo, Luis Ceze, Arvind Krishnamurthy:
Punica: Multi-Tenant LoRA Serving. CoRR abs/2310.18547 (2023) - 2022
- 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) - 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) - Shunhua Jiang, Yunze Man, Zhao Song, Zheng Yu, Danyang Zhuo:
Fast Graph Neural Tangent Kernel via Kronecker Sketching. AAAI 2022: 7033-7041
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