Coordination Patterns for Distributed Rate Limiting in Multi-Carrier Integration: Preventing Race Conditions Without Sacrificing Performance
When your multi-carrier integration platform starts handling thousands of requests per second across FedEx, UPS, DHL, and regional carriers, traditional rate limiting breaks down. The culprit? In a distributed environment, the "read-and-then-write" behavior creates a race condition, which means the rate limiter can at times be too lenient.