What are some examples of rate limiting algorithms?
An example of an AI chatbot conversation about rate limiting algorithms.
What are some examples of rate limiting algorithms?
Rate limiting algorithms control the amount of traffic sent or received by a network. Examples include Token Bucket, Leaky Bucket, and Fixed Window.
Can you explain how the Token Bucket algorithm works?
Sure! The Token Bucket algorithm allows a certain number of tokens to be generated over time. Each request requires a token, and if there are no tokens available, the request is denied.
What are the advantages of using the Leaky Bucket algorithm?
The Leaky Bucket algorithm smooths out bursts of traffic, ensuring a steady flow of requests. It helps prevent server overload and maintains performance.
Are there any scenarios where Fixed Window is preferred?
Yes, Fixed Window is simple and effective for scenarios with predictable traffic patterns, like API rate limiting during specific time frames.
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