Rate Limiting Strategies

Summary

Different algorithms (fixed window, sliding window, token bucket) for capping request rates — each with different trade-offs between burstiness, fairness and implementation complexity.

• 1Implement a simple fixed-window rate limiter using Redis.
• 2Compare fixed window vs token bucket behavior around burst traffic.
• 3Learn why rate limiting needs shared storage (Redis) once you run multiple server instances.