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Distributed System Rate Limiter

#system-design #algorithms #scalability #coding

Design a robust, distributed rate-limiting algorithm for a high-scale API.

Explain the architectural design for a distributed rate limiter that must enforce 10,000 requests per minute per user across a globally distributed system of 100 servers. Address how you would handle race conditions, clock synchronization issues (using vector clocks or logical timestamps), and memory efficiency. Discuss the trade-offs between using a centralized Redis store versus a decentralized token bucket approach. Provide pseudocode for the core logic of the token bucket refill and consumption mechanism.