Explain advanced rate limiting and distributed throttling architectures in PHP APIs.
Updated May 24, 2026
Short answer
Rate limiting protects APIs from abuse, overload, and resource exhaustion using distributed throttling algorithms.
Deep explanation
Modern APIs must defend against:
- abusive clients
- scraping
- DDoS attacks
- accidental overload
- noisy tenants
Rate limiting ensures fair resource allocation.
Core algorithms:
- Fixed Window
Simple counters per interval.
Problems:
- burst spikes near boundaries
- Sliding Window
Tracks rolling time intervals.
- Token Bucket
Tokens refill over time. Allows bursts while maintaining averages.
- Leaky Bucket
Smooths traffic flow.
Distributed rate limiting challenges:
- Shared State
Multiple API nodes require centralized coordination.
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