👨‍🎓 About Me

I’m a post-graduate student at Automation School, Beijing Institute of Technology (BIT), and received B.Eng. degree in Automation & Control, Shandong University (SDU). As a member of the State Key Laboratory of Intelligent Control and Decision of Complex Systems, I’m supervised by Chair Prof. Yuanqing Xia and Assistant Prof. Yufeng Zhan. I am active on & & to share my Blogs & Life & Codes. If you are seeking any form of academic cooperation, please feel free to email me at ppeak@foxmail.com.

My research interests include cloud resource management and Machine Learning Operations (MLOps), which aims to take machine learning models to production, and then maintain and monitor them.

📝 Publications

IEEE CCDC

Interless: Interference-Aware Deep Resource Prediction for Serverless Computing

2024, The 36th Chinese Control and Decision Conference (EI Conference)

Ruifeng Ma, Yufeng Zhan, Tijin Yan, Yuanqing Xia^* and Yasir Ali

FGCS

Sonnet: A Control-Theoretic Approach for Resource Allocation in Cluster Management

2024, Future Generation Computer Systems (SCI, IF=7.5, JCR Q1)

Ruifeng Ma, Yufeng Zhan^*, Yuanqing Xia^*, Chuge Wu, Liwen Yang, Runze Gao

Shareable Preprint ｜DOI: 10.1016/j.future.2023.11.019

IEEE Access

Efficient Hardware Realization of SC Polar Decoders Using Compound Pipelined Processing Units and Auxiliary Registers

2024, IEEE Access (SCI, IF=3.9)

Yasir Ali, Yaunqing Xia^*, Tayyab Manzoor, Shahzad Ali, Mohamed Abouhawwash, S. S. Aakar, Amit Krishan Kumar and Ruifeng Ma

Paper PDF ｜DOI: 10.1109/ACCESS.2024.3364384

🎖 Honors and Awards

2023.01 The Third Prize of National Graduate Mathematics Modeling Competition.
2022.12 Excellent student of Beijing Institute of Technology.
2022.12 The First Prize Scholarship of Beijing Institute of Technology.
2022.06 The Third Prize of MathorCup Mathematics Modeling Competition.
2022.03 The Second Prize of MathorCup Mathematics Modeling Competition.
2021.12 The First Prize Scholarship of Beijing Institute of Technology.
2021.11 The Second Prize of National Graduate Mathematics Modeling Competition.
2018.11 The Second Prize Scholarship of Shandong University. (Top 8%)

📖 Educations

2021.09 - 2024.06 (now), Post-graduate, Automation School, Beijing Institute of Technology, Beijing.
2017.09 - 2021.06, Undergraduate, School of Control Science and Engineering, Shandong University, Jinan.

💻 Technical Skills

Software: Matlab&Simulink, C, Python, Pytorch, Golang, Bash, Linux, Docker, Kubernetes, Openfaas, LATEX, MS Office
Languages: English (IELTS - 6.0), Chinese (Native)

🧑‍💼 Professional Experience

2018.07 - 2018.08, Shanghai Jiaotong University AiC Summer School. Participated in the VEX robot competition and redesign the robot structure according to the requirements.
2021.06 - 2021.08, SHAREit Group, Machine Learning Interns. Designed a sorting algorithm for advertising recommendation. And completed the phase I scheme of automatic generation of e-commerce advertising pictures.
2022.02 - 2022.03, Chengdu New Economic Development Academy, Researcher. Built evaluation indicators for enterprise evaluation innovation index.

Ruifeng Ma (马瑞峰)