What are some common rate limiting algorithms?
An example of an AI chatbot conversation about common rate limiting algorithms.
What are some common rate limiting algorithms?
Common rate limiting algorithms include Token Bucket, Leaky Bucket, Fixed Window, and Sliding Window. Each has its own use cases.
Can you explain how the Token Bucket algorithm works?
Sure! The Token Bucket algorithm allows a certain number of requests to be processed at a time, controlled by tokens. Tokens are added at a fixed rate, and if the bucket is full, excess tokens are discarded.
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 quality of service.
Are there any scenarios where Fixed Window is preferred?
Yes, Fixed Window is simple and effective for scenarios with predictable traffic patterns, like API usage limits during specific time frames.
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