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2020 – today
- 2024
[i4]Suyi Li, Hanfeng Lu, Tianyuan Wu, Minchen Yu, Qizhen Weng
, Xusheng Chen, Yizhou Shan, Binhang Yuan, Wei Wang:
CaraServe: CPU-Assisted and Rank-Aware LoRA Serving for Generative LLM Inference. CoRR abs/2401.11240 (2024)- [i3]Hao Wu, Junxiao Deng, Minchen Yu, Yue Yu, Yaochen Liu, Hao Fan, Song Wu, Wei Wang:
FaaSTube: Optimizing GPU-oriented Data Transfer for Serverless Computing. CoRR abs/2411.01830 (2024) - 2023
- [c6]Minchen Yu, Tingjia Cao, Wei Wang, Ruichuan Chen:
Following the Data, Not the Function: Rethinking Function Orchestration in Serverless Computing. NSDI 2023: 1489-1504 - [i2]Minchen Yu, Ao Wang, Dong Chen, Haoxuan Yu, Xiaonan Luo, Zhuohao Li, Wei Wang, Ruichuan Chen, Dapeng Nie, Haoran Yang:
FaaSwap: SLO-Aware, GPU-Efficient Serverless Inference via Model Swapping. CoRR abs/2306.03622 (2023) - 2022
- [j1]Chengliang Zhang, Minchen Yu, Wei Wang, Feng Yan:
Enabling Cost-Effective, SLO-Aware Machine Learning Inference Serving on Public Cloud. IEEE Trans. Cloud Comput. 10(3): 1765-1779 (2022) - 2021
- [c5]Minchen Yu, Zhifeng Jiang, Hok Chun Ng, Wei Wang, Ruichuan Chen, Bo Li:
Gillis: Serving Large Neural Networks in Serverless Functions with Automatic Model Partitioning. ICDCS 2021: 138-148 - [c4]Huangshi Tian, Minchen Yu, Wei Wang:
CrystalPerf: Learning to Characterize the Performance of Dataflow Computation through Code Analysis. USENIX ATC 2021: 253-267 - [i1]Minchen Yu, Tingjia Cao, Wei Wang, Ruichuan Chen:
Restructuring Serverless Computing with Data-Centric Function Orchestration. CoRR abs/2109.13492 (2021) - 2020
- [c3]Minchen Yu, Yinghao Yu, Yunchuan Zheng, Baichen Yang, Wei Wang:
RepBun: Load-Balanced, Shuffle-Free Cluster Caching for Structured Data. INFOCOM 2020: 954-963
2010 – 2019
- 2019
- [c2]Chengliang Zhang, Minchen Yu, Wei Wang, Feng Yan:
MArk: Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving. USENIX ATC 2019: 1049-1062 - 2018
- [c1]Huangshi Tian, Minchen Yu, Wei Wang:
Continuum: A Platform for Cost-Aware, Low-Latency Continual Learning. SoCC 2018: 26-40
Coauthor Index
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