The complete paper is at graduate thesis.pdf
This repository hosts the graduate thesis project for my bachelor's degree at Fudan University, Shanghai. The project focuses on analyzing the CAIDA AS Relationships Dataset spanning from 1998 to 2023.
The primary dataset used in this project is the CAIDA AS Relationships Dataset. This extensive dataset provides valuable insights into the relationships among Autonomous Systems (ASes) on the internet.
I embarked on this project during my tenure as a research assistant at the Mobile System and Networking Lab, which is now known as the Big Data and Networking Group. My work was conducted under the guidance of Professor Yang, Chen. The project aligns with the lab's focus on networking and social networking analysis.
Apply principles from social network analysis to understand how ASes interact in the digital realm.
- Bash Scripts: Utilized for data pre-processing to ensure data quality and consistency.
- Python: Applied for numerical analysis and generating valuable insights from the dataset.
- R and Matplotlib: Employed for data visualization to create informative and visually appealing graphics that convey findings effectively.
The main phase of this project has concluded, I am no longer actively working on it. However, feel free to explore the codebase, datasets, and research findings provided in this repository. If you have any comments, suggestions, or would like to discuss related topics, please don't hesitate to reach out.