Answer Key: CDN System
Exercise 1: Design Improvements
Question: How would you improve this design? What tradeoffs?
Answer
Potential improvements:
- Add More Edge Locations: Increase edge coverage
- Implement Cache Warming: Pre-warm cache for popular content
- Add Analytics: Enhanced analytics and monitoring
- Optimize Compression: Better compression algorithms
Tradeoffs: - Higher cost vs better performance - More complexity vs simpler architecture - More maintenance vs better features
Answer: Add more edge locations, implement cache warming, enhance analytics, optimize compression. Balance cost vs performance.
Exercise 2: Handle Cache Invalidation
Question: How do you handle cache invalidation for frequently updated content?
Answer
Cache invalidation strategies:
- Versioned URLs: Use versioned URLs (e.g.,
/v1/image.jpg) - Selective Invalidation: Invalidate only changed content
- TTL Optimization: Use appropriate TTL for content type
- Cache Tags: Use cache tags for grouped invalidation
Answer: Use versioned URLs, invalidate selectively, optimize TTL, use cache tags for grouped invalidation.
Exercise 3: Optimize Costs
Question: How would you reduce costs by 30%? What tradeoffs?
Answer
Cost optimization strategies:
- Optimize Cache Hit Rate: Increase cache hit rate to reduce origin load
- Use Regional Storage: Use regional instead of multi-region storage
- Optimize Compression: Better compression to reduce bandwidth
- Reduce Origin Load: Cache more content, reduce origin requests
Tradeoffs: - Lower cache hit rate vs cost savings - Less redundancy vs cost reduction - More optimization effort vs cost savings
Answer: Optimize cache hit rate, use regional storage, optimize compression, reduce origin load. Balance cost vs performance.