JINFENG
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Jinfeng Wen(温 金凤)

I am a final-year Ph.D. candidate in the School of Computer Science at Peking University. I am supervised by Prof. Xuanzhe Liu. I also work with Dr. Zhenpeng Chen and Prof. Federica Sarro at University College London (UCL).
My research interests mainly focus on software engineering, cloud computing, and services computing. My Google Scholar is: Jinfeng Wen.

Email: jinfeng.wen AT stu DOT pku DOT edu DOT cn

Publications

  1. 服务器无感知平台性能度量研究
    温金凤, 陈震鹏, 柳熠, 刘譞哲
    CCF A | 软件学报｜ 2024 ｜

  2. Rise of Distributed Deep Learning Training in the Big Model Era: From Software Engineering Perspective
    Xuanzhe Liu, Diandian Gu, Zhenpeng Chen, Jinfeng Wen, Zili Zhang, Yun Ma, Haoyu Wang, Xin Jin
    CCF A | ACM Transactions on Software Engineering and Methodology (TOSEM) 2023 | paper

  3. FaaSLight: General Application-Level FaaS Optimization for Cold Start Latency in Serverless Computing
    Xuanzhe Liu, Jinfeng Wen, Zhenpeng Chen, Ding Li, Junkai Chen, Yi Liu, Haoyu Wang, Xin Jin
    CCF A | ACM Transactions on Software Engineering and Methodology (TOSEM)｜38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023, Journal First paper)｜ 2023 | paper

  4. Rise of the Planet of Serverless Computing: A Systematic Review
    Jinfeng Wen, Zhenpeng Chen, Xin Jin, Xuanzhe Liu
    CCF A | ACM Transactions on Software Engineering and Methodology (TOSEM) 2022 | paper

  5. An Empirical Study on Challenges of Application Development in Serverless Computing
    Jinfeng Wen, Zhenpeng Chen, Yi Liu, Yiling Lou, Yun Ma, Gang Huang, Xin Jin, Xuanzhe Liu
    CCF A | ACM SIGSOFT Symposium on the Foundation of Software Engineering/ European Software Engineering Conference (ESEC/FSE) 2021 | paper

  6. Characterizing Commodity Serverless Computing Platforms
    Jinfeng Wen, Yi Liu, Zhenpeng Chen, Junkai Chen, Yun Ma
    CCF B | Journal of Software: Evolution and Process (JSEP) 2021 | Journal First paper in SANER 2022 | paper

  7. A Measurement Study on Serverless Workflow Services
    Jinfeng Wen, Yi Liu
    CCF B | International Conference on Web Services (ICWS) 2021 | paper

  8. Pattern-Based Personalized Workflow Fragment Discovery
    Jinfeng Wen, Zhangbing Zhou, Wenbo Zhang, Yuqing Zhang
    IEEE World Congress on Services (SERVICES) 2020 | paper

  9. Topic-based crossing-workflow fragment discovery
    Zhangbing Zhou, Jinfeng Wen, YashaWang, Xiao Xue, Patrick C.K.Hung, Long D.Nguyen
    Future Generation Computer Systems (FGCS) 2020 | paper

  10. Discovering Crossing-Workflow Fragments Based on Activity Knowledge Graph
    Jinfeng Wen, Zhangbing Zhou, Yasha Wang, Walid Gaaloul, Yucong Duan
    International Conference on Cooperative Information System (CoopIS) 2019 | paper

  11. Novel Discovery Mechanism for Crossing-Workflow Fragments Leveraging Activity Relevance
    Jinfeng Wen, Zhangbing Zhou, Xiao Xue, Yucong Duan
    IEEE International Conference on Services Computing (SCC) 2019 | paper

  12. Basic and personalized pattern-based workflow fragments discovery
    Jinfeng Wen, Zhangbing Zhou, Fei Lei, Junsheng Zhang
    Personal and Ubiquitous Computing (PUC) 2019 | paper

  13. Lake Level Dynamics Exploration Using Deep Learning, Artificial Neural Network, and Multiple Linear Regression Techniques
    Jinfeng Wen, Peng-Fei Han, Zhangbing Zhou, Xu-Sheng Wang
    Environmental Earth Sciences (EES) 2019 | paper

  14. Lake-Level Prediction Leveraging Deep Neural Network
    Jinfeng Wen, Peng-Fei Han, Zhangbing Zhou, Xu-Sheng Wang
    International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (Qshine) 2018 | paper

Services

Program Committee Member:

  • 2024: CCF-B: ICWS (Research Track)

  • 2024: CCF-A: WWW (Research Track - the Systems and Infrastructure for Web, Mobile, and WoT track)

  • 2024: CCF-A: ICSE (Artifact Evaluation Track)

  • 2023: CCF-B: ICWS (Research Track)

  • 2023: CCF-C: MSR (Research Track Junior PC)

    Transaction/Journal Reviewer:

  • CCF-A: IEEE Transactions on Services Computing

  • CCF-A: IEEE Transactions on Mobile Computing

  • （IF：4.4）Cluster Computing

    • External Reviewer:

  • 2023: CCF-A: WWW, SIGIR

  • 2022: CCF-A: WWW

  • 2021: CCF-A: ICSE, WWW, KDD

  • 2020: CCF-A: WWW

    • Awards and Honors

  • 2024, Outstanding Reviewers, WWW 2024 (杰出审稿人)

  • 2023, Ubiquant Scholarship, Peking University (北京大学九坤奖学金)

  • 2023, Merit Student, Peking University (北京大学三好学生)

  • 2022, CCF ChinaSoft Outstanding Ph.D. Forum (Guest Speaker)

  • 2022, Outstanding Research Award, Peking University (北京大学优秀科研奖)

  • 2021, Merit Student, Peking University (北京大学三好学生)

  • 2021, Benz Scholarship, Peking University (北京大学奔驰奖学金)

  • 2020, Outstanding Graduate of Beijing, China (北京市优秀毕业生)

  • 2020, Outstanding Graduate, CUGB (优秀毕业生)

  • 2020, Outstanding Master Dissertation Award, CUGB (优秀硕士学位论文)

  • 2020, Merit Student of Beijing, China (北京市三好学生)

  • 2020, Mucun Silang Xiong Scholarship, CUGB (木村四朗雄奖学金)

  • 2020, Postgraduate Outstanding Research Achievements, CUGB (优秀科研成果)

  • 2019, National Scholarship, Chinese Ministry of Education (国家奖学金)

  • 2019, Top Ten Postgraduate, CUGB (十佳研究生)

  • 2019, Merit Student, CUGB (三好学生)

  • 2019, First Prize of Outstanding Report, 26th Postgraduate Academic Conference, CUGB (优秀报告一等奖)

  • 2018, National Scholarship, Chinese Ministry of Education (国家奖学金)

  • 2018, Merit Student, CUGB (三好学生)

  • 2018, Postgraduate Outstanding Research Achievements, CUGB (优秀科研成果)

  • 2017, Outstanding Bachelor Dissertation Award, CUGB (优秀学士学位论文)

  • 2016, National Encouragement Scholarship Scholarship, Chinese Ministry of Education (国家励志奖学金)

  • 2015, National Encouragement Scholarship Scholarship, Chinese Ministry of Education (国家励志奖学金)

    • Experience

  • Teaching Assistant, Introduction to to Computing (A) (Undergraduate), Peking University (Fall 2020)

  • Teaching Assistant, Scientific Writing, Peking University (Spring 2022)

    • Patents and Others

  • CN Patent: 刘譞哲, 温金凤，陈震鹏 柳熠 金鑫 马郓. 面向无服务器计算的冷启动延迟优化方法、装置和设备. 2023.

  • CN Patent: 柳熠，温金凤，刘譞哲，黄罡. 一种无服务器计算资源选择方法、装置、设备及存储介质. 2021.

  • Book: 服务计算十讲. 2022. 主要负责第七讲 - 云计算服务 ｜book