The Question
ML DesignML-Driven Adaptive Rate Limiting
How would you design an intelligent, large-scale rate limiting system that uses machine learning to dynamically adjust request quotas based on user behavior and system health, ensuring high availability while mitigating sophisticated bot attacks?
TCN
Multi-Task Learning
XGBoost
Thompson Sampling
Logistic Regression
February 26, 2026