Software Engineer Intern – Traffic Infrastructure Global Engineering-CDN – PhD
| Company | ByteDance |
|---|---|
| Location | San Jose, CA, USA |
| Salary | $Not Provided – $Not Provided |
| Type | Internship |
| Degrees | Master’s |
| Experience Level | Internship |
Requirements
- Currently enrolled in a Master program in Computer Science, Electrical Engineering, or related fields.
- Strong background in networking, CDN systems, and traffic optimization.
Responsibilities
- Study the FusionCDN system’s traffic scheduling mechanisms, IPT cost model, and operational constraints.
- Conduct a literature review on CDN-related optimization strategies and work with the team to define project objectives, constraints, and key performance indicators.
- Gather historical traffic data to identify peak periods and patterns, and build a simplified cost model for IPT charges.
- Analyze traffic characteristics and run simulations on different traffic distribution scenarios.
- Design and implement an algorithm to redistribute traffic during peak periods, making the most of the free bandwidth without exceeding the limit.
- Test and validate the solution in a controlled environment, evaluating its cost-savings, service quality, and scalability.
Preferred Qualifications
- Experience with programming languages like Go, Python, or similar.
- Knowledge of algorithm development, cost modeling, and real-time systems is a plus.