👨🎓 About Me
I’m a post-graduate student at Automation School, Beijing Institute of Technology, and received B.Eng. degree from the College of Information Science and Technology, Beijing University of Chemical Technology. As a member of the X-NS Group, I’m supervised by A.P. Zhan Yufeng. My research interests include Video Analytics Systems, Multimedia Systems, and Edge Intelligence.
I am seeking a PhD opportunity (2025 Fall) in Beijing in the fields of Computer Vision or Computer Networks or System or Multimedia or something just like that. I aim to contribute innovative research and advancements in these dynamic areas.
The people who are crazy enough to think that they can change the world are the ones who do. ——Steve Jobs
🔥 News
2024.04.13 🎉🎉 The latest paper “Tangram: High-resolution Video Analytics on Serverless Platform with SLO-aware Batching” has been accepted in IEEE ICDCS 2024.
2024.04.01 🎉🎉 The paper “Octopus: An End-to-end Multi-DAG Scheduling Method Based on Deep Reinforcement Learning” has been accepted as a poster paper in CCC 2024.
2023.12.16 🎉🎉 Won the First Prize of The 20th China Post-Graduate Mathematical Contest in Modeling and the Champion of Mathematical Modeling Star.
2022.08.31 🎉🎉 The paper “Lore: A Learning-based Approach for Workflow Scheduling” has been accepted as a poster paper in RACS 2022.
2022.07.11 🎉🎉 Received an acceptance letter from the School of Automation, Beijing Institute of Technology!
2022.06 🎉🎉 My graduation thesis was awarded as BUCT Excellent graduation thesis!
📝 Publications
📜 Articles
Arena: A Patch-of-Interest ViT Inference Acceleration System for Edge-Assisted Video Analytics
Submitted to ACM MM 2024 (4,3,3,2) (Withdraw)
Haosong Peng, Wei Feng, Hao Li, Yufeng Zhan, Qihua Zhou, Yuanqing Xia
Tangram: High-resolution Video Analytics on Serverless Platform with SLO-aware Batching
2024 International Conference on Distributed Computing Systems
Haosong Peng, Yufeng Zhan, Peng Li, Yuanqing Xia
Egret: Reinforcement Mechanism for Sequential Computation Offloading in Edge Computing
Submitted to IEEE Transactions on Service Computing (Major Revision)
Haosong Peng , Yufeng Zhan, Dihua Zhai, Xiaopu Zhang, and Yuanqing Xia
Lore: A Learning-based Approach for Workflow Scheduling in Clouds
2022 International Conference on Research in Adaptive and Convergent Systems
Haosong Peng, Chuge Wu, Yufeng Zhan, Yuanqing Xia
👨💻 Collaboration
- Yi Chang, Haosong Peng, Yufeng Zhan, Yuanqing Xia. “ Octopus: An End-to-end Multi-DAG Scheduling Method Based on Deep Reinforcement Learning,” in 43rd Chinese Control Conference.
- Zhiwei Wu, Haosong Peng, Biao Hu, and Xiaodong Feng. “ Trajectory Tracking of a Novel Underactuated AUV via Nonsingular Integral Terminal Sliding Mode Control,” in IEEE Access 9 (2021): 103407-103418.,
📁 Patents
- 一种针对目标检测的云边协同方法、装置及产品, （已受理，除导师外第一发明人）
- 一种视频分析边缘计算加速方法、装置、介质及产品,（已受理，除导师外第一发明人）
- 一种基于图神经网络的 LRA 调度方法、设备及介质（已受理，除导师外第三发明人）
📖 Educations
- 2022.09 - 2025.06 (now), Post-graduate, Automation School, Beijing Institute of Technology, Beijing
-
2018.09 - 2022.06, Undergraduate, the College of Information Science and Technology, Beijing University of Chemical and Technology, Beijing
Rank: 1/153 | GPA: 4.07/4.33
- 2015.09-2018.06, Chongqing Yucai Secondary School, Chongqing
🎖 Honors and Awards
- 2024.04 中国研究生创新实践系列大赛2023年度创新实践之星
- 2023.12 第二十届全国研究生数学建模竞赛一等奖，华为专项一等奖，数模之星“全国冠军” （1/19898, Top 0.05%, First in BIT History.）
- 2023.10 First-class scholarship of Beijing Institute of Technology
- 2022.06 Outstanding Graduates of Beijing
- 2022.06 Outstanding Graduation Project of Beijing University of Chemical Technology
- 2020.10 National Scholarship (Top 1%)
- 2019.10 National Scholarship(Top 1%)
💻 Internships
- 2022.06 - 2022.07, China Academy of Information and Communications Technology (CAICT), Chongqing.
📚 Skills
- Software: Python, Pytorch, Matlab & Simulink, R, C, Golang, Bash, Linux, Docker, Latex, MS Office
- Language: English (CET-6), Chinese (Native)
👥 Links
-
Lab Members
- Ruifeng Ma (BIT)
- TIanyu QI (SYSU)
-
Co-authors