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教师名录

魏星达
长聘教轨副教授

邮箱:wxdwfc@sjtu.edu.cn

所在研究所:并行与分布式系统研究所

个人简介

My research focuses on building system infrastructures to systematically bring better performance and resilience to applications. My current focused topics including: 

  • Operating system and distributed system support for AI and AGI. [ParallelGPUOS preprint[DMVectorSearch preprint [BlitzScale OSDI'25](To appear) [KunServe preprint]

  • The next-generation cloud computing infrastructure (Serverless). Serverless computing is a promising future direction for future cloud computing. However, current systems stacks are not designed for the new paradigm. How can we build the next-generation serverless system? [MITOSIS OSDI'23][DMERGE (To appear)]

  • The next-generation storage system stack. Storage system (e.g., key-value stores and distributed file systems) are quickly evolving with modern hardwares and modern diverse workloads. How can they compose to better evolve with such trends? My related projects include: 

    • Fast remote persistent memory: Characterizing and Optimizing Remote Persistent Memory with RDMA and NVM [USENIX ATC'21]

  • System co-design with modern datacenter networking Modern datacenter fast interconnects like RDMA and SmartNIC offer extremely powerful in-networking computing capabilities. How can we fully utilize the power of these networking features? My related projects include: 

  • Machine learning for systems. The advances in machine learning (ML) technologies also bring huge optimization space for computer systems. Besides providing powerful heuristics, the ML methods can change the complexity of traditional algorithms (e.g., sorting and indexing). My related projects include: 

    • XStore: Fast RDMA-based Ordered Key-Value Store using Remote Learned Cache [OSDI'20ACM TOS]


    教授课程

    - 计算机系统工程

    - 计算机系统原理

    论文发表

    • [OSDI'25] Fast and Live Model Auto Scaling with O(1) Host Caching. Dingyan Zhang, Haotian Wang, Yang Liu, Xingda Wei (Corresponding author), Yizhou Shan, Rong Chen, Haibo Chen. The 19th USENIX Symposium on Operating Systems Design and Implementation.

    • [ATC'25] KVCache Cache in the Wild: Characterizing and Optimizing KVCache Cache at a Large Cloud Provider. Jiahao Wang, Jinbo Han, Xingda Wei (Corresponding author), Sijie Shen, Dingyan Zhang, Chenguang Fang, Rong Chen, Wenyuan Yu, Haibo Chen.

    • [NSDI'25] ODRP: On-Demand Remote Paging with Programmable RDMA. Zixuan Wang, Xingda Wei, Jinyu Gu, Hongrui Xie, Rong Chen, and Haibo Chen. 22nd USENIX Symposium on Networked Systems Design and Implementation.

    • [EuroSys'24 (Best paper)Serialization/Deserialization-free State Transfer in Serverless Workflows. Fangming Lu, Xingda Wei (Corresponding author), Zhuobin Huang, Rong Chen, Mingyu Wu, and Haibo Chen. The 19th ACM SIGOPS European Conference on Computer Systems, Athens, Greece, April 2024.

    • [OSDI'23No Provisioned Concurrency: Fast RDMA-codesigned Remote Fork for Serverless ComputingXingda Wei, Fangming Lu, Tianxia Wang, Jinyu Gu, Yuhan Yang, Rong Chen, and Haibo Chen. 17th USENIX Symposium on Operating Systems Design and Implementation, Boston, MA, US, July 2023. Pre-print

    • [OSDI'23Characterizing Off-path SmartNIC for Accelerating Distributed ApplicationsXingda Wei, Rongxin Cheng, Yuhan Yang, Rong Chen, and Haibo Chen. 17th USENIX Symposium on Operating Systems Design and Implementation, Boston, MA, US, July 2023. (To appear)


    获奖信息

    • Eurosys Best paper, 2024

    • 华为火花奖, 2022

    • ACM 中国优秀博士学位论文提名奖 (ACM China Doctoral Dissertation Award), 2021

    • ACM ChinaSys 优秀博士学位论文奖 (ACM ChinaSys Doctoral Dissertation Award), 2021

    • Honorable Mention of the ACM SIGOPS Dennis M. Ritchie Award, 2021 Link

    • Huawei OlympusMons Pioneer Award, 2020 Link

    • Microsoft Research Asia Fellowship Award, 2018 Link

    • Excellent Bachelor Thesis, 2015


    学术服务

    Program Committee Member

    • 2026: ASPLOS 

    • 2025: NSDI, OSDI, CoNEXT, APSys

    • 2024: NSDI, ASPLOS (Fall), CoNEXT (Winter)

    • 2023: SysDW, Chinasys (Fall)

    • 2022: EuroDW