Yupeng Tang

Final-year PhD student @ Yale University

Yale University

Biography

I am a final-year PhD student in the Computer Systems Lab at Yale University, working under the supervision of Professor Anurag Khandelwal. My research interests include distributed systems, memory disaggregation, serverless computing and hardware accelerators.

I have gained value experience as a research intern at several prestigious institutions, including Bytedance, Inc.(2023, 2024), Xilinx Asia Research lab(2020), Microsoft Research Asia(2019), and RISELab at UC Berkeley(2018, 2019).

I will be joining Meta as a Research Scientist in November 2024.

Interests

Distributed systems
Memory disaggregation
Hardware accelerators
Serverless computing

Education

PhD student in Computer Science, 2020-2024
Yale University
Exchange student in Computer Science, 2018 - 2019
University of California, Berkeley
BSc in Computer Science, 2016 - 2020
Xi'an Jiaotong University

Recent Publications

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Yupeng Tang, Runxiang Cheng, Ping Zhou, Tongping Liu, Fei Liu, Wei Tang, Kyoungryun Bae, Jianjun Chen, Wu Xiang, Rui Shi (2024). Exploring CXL-based KV Cache Storage for LLM Serving. To appear (NIPS 2024 ML for Systems Workshop).

Yupeng Tang, Seung-seob Lee, Abhishek Bhattacharjee, Anurag Khandelwal (2024). PULSE: Accelerating Distributed Pointer-Traversals on Disaggregated Memory. To appear (ASPLOS 2025).

Yupeng Tang, Ping Zhou, Wenhui Zhang, Henry Hu, Qirui Yang, Hao Xiang, Tongping Liu, Jiaxin Shan, Ruoyun Huang, Cheng Zhao, Cheng Chen, Hui Zhang, Fei Liu, Shuai Zhang, Xiaoning Ding, Jianjun Chen (2024). Exploring Performance and Cost Optimization with ASIC-Based CXL Memory. Proceedings of the Nineteenth European Conference on Computer Systems (EuroSys 24 Best Paper Runner-Up).

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Hong Zhang, Yupeng Tang, Anurag Khandelwal, Ion Stoica (2023). SHEPHERD: Serving DNNs in the Wild. 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23).

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Anurag Khandelwal, Yupeng Tang, Rachit Agarwal, Aditya Akella, Ion Stoica (2022). Jiffy: Elastic Far-Memory for Stateful Serverless Analytics. Proceedings of the Seventeenth European Conference on Computer Systems(EuroSys 22).

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