Protects backend APIs from abuse, DDoS, and cascading resource starvation using atomic in-memory counter algorithms evaluated via Redis Lua scripts.
STAFF ENGINEER TAKEAWAY: Sliding Window Counter offers the best balance between memory efficiency and burst smoothing; execute via Redis Lua scripts to avoid race conditions.
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Unlock Rate Limiting: Token vs Leaky Bucket & All 150+ Visual Architecture Deep Dives
This advanced distributed system deep-dive includes interactive packet visualizers, state machine transitions, and FAANG interview trade-off blueprints.