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API Rate Limiting & Scalability Patterns · Lesson

Fixed Window Counter Explained

Discover how the fixed window counter algorithm works, its simplicity, and its potential drawbacks in handling traffic bursts.

Why Algorithms?

Rate limiting isn't just a 'yes' or 'no' check. It relies on smart algorithms to manage traffic. These algorithms decide how and when to allow or deny requests, ensuring fairness and stability.

We'll start with one of the simplest: the Fixed Window Counter.

Fixed Window Counter: The Idea

The Fixed Window Counter is a straightforward rate limiting algorithm. It works by dividing time into fixed, non-overlapping windows.

  • Each window has its own request counter.
  • Once a request comes in, the counter for the current window increments.
  • If the counter exceeds a predefined limit within that window, further requests are blocked.

All lessons in this course

  1. Fixed Window Counter Explained
  2. Leaky Bucket Algorithm Deep Dive
  3. Token Bucket Algorithm Mechanics
  4. Choosing the Right Algorithm
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