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Supercharging API Rate Limiting with AIMD - A Deep Dive into Modern System Design

  • APIs have become essential in modern digital ecosystems, requiring scalable, fair, and resilient rate limiting strategies for dynamic workloads.
  • Traditional fixed-threshold rate limiters face challenges in balancing user demand and system capacity and often fall short in dynamic scenarios.
  • An alternative approach using AIMD (Additive Increase, Multiplicative Decrease) for adaptive rate limiting is explored, leveraging Redis as a backend for fast distributed state management.
  • Implementing an AIMD rate limiter in C# is detailed, highlighting the benefits such as adaptability to real-time conditions and fair resource allocation, while also acknowledging challenges like accurate overload detection and tuning complexity.

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